diff --git a/BE2_GAN_and_cGAN.ipynb b/BE2_GAN_and_cGAN.ipynb
index b380202dffeac847194cdfcff3851ad511a5a1f7..9262d83e5cb1e46f567d95f8b863ef65ae174688 100644
--- a/BE2_GAN_and_cGAN.ipynb
+++ b/BE2_GAN_and_cGAN.ipynb
@@ -1,1852 +1,26783 @@
 {
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "UGwKsKS4GMTN"
-   },
-   "source": [
-    "<h1 ><big><center>MSO 3.4 - Deep Structured Learning</center></big></h1>\n",
-    "\n",
-    "<h2><big><center> BE 2 - GANs and cGAN </center></big></h2>\n",
-    "\n",
-    "<h5><big><center>Adapted from <i>Projet d'Option</i> of : Mhamed Jabri, Martin Chauvin, Ahmed Sahraoui, Zakariae Moustaïne and Taoufik Bouchikhi\n",
-    "\n",
-    "\n",
-    "<p align=\"center\">\n",
-    "<img height=300px src=\"https://cdn-images-1.medium.com/max/1080/0*tJRy5Chmk4XymxwN.png\"/></p>\n",
-    "<p align=\"center\"></p>"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "16aVF81lJuiP"
-   },
-   "source": [
-    "The aim of this assignment is to discover GANs, understand how they are implemented and then explore one specific architecture of GANs that allows us to perform image to image translation (which corresponds to the picture that you can see above this text ! )\n",
-    "\n",
-    "Before starting the exploration of the world of GANs, here's  what students should do and send back for this assignement : \n",
-    "* In the \"tutorial\" parts of this assignement that focus on explaining new concepts, you'll find <font color='red'>**questions**</font>  that aim to test your understanding of those concepts. \n",
-    "* In some of the code cells, you'll have to complete the code and you'll find a \"TO DO\" explaining what you should implement."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "M-WNKvhOP1ED"
-   },
-   "source": [
-    "# Part1: DC-GAN"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "y_r8nMTGQI9a"
-   },
-   "source": [
-    "In this part, we aim to learn and understand the basic concepts of **Generative Adversarial Networks** through a DCGAN and generate new celebrities from the learned network after showing it real celebrities. For this purpose, please study the tutorial here: https://pytorch.org/tutorials/beginner/dcgan_faces_tutorial.html\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "jiHCy4_UUBFb"
-   },
-   "source": [
-    "##Work to do\n",
-    "Now we want to generate handwritten digits using the MNIST dataset. It is available within torvision package (https://pytorch.org/vision/stable/generated/torchvision.datasets.MNIST.html#torchvision.datasets.MNIST)\n",
-    "\n",
-    "Please re-train the DCGAN and display some automatically generated handwritten digits.\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "sIL7UvYAZx6L"
-   },
-   "outputs": [],
-   "source": [
-    "#TO DO: your code here to adapt the code from the tutorial to experiment on MNIST dataset"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Random Seed:  999\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "<torch._C.Generator at 0x203cf549410>"
-      ]
-     },
-     "execution_count": 6,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "from __future__ import print_function\n",
-    "#%matplotlib inline\n",
-    "import argparse\n",
-    "import os\n",
-    "import random\n",
-    "import torch\n",
-    "import torch.nn as nn\n",
-    "import torch.nn.parallel\n",
-    "import torch.backends.cudnn as cudnn\n",
-    "import torch.optim as optim\n",
-    "import torch.utils.data\n",
-    "import torchvision.datasets as dset\n",
-    "import torchvision.transforms as transforms\n",
-    "import torchvision.utils as vutils\n",
-    "import numpy as np\n",
-    "import matplotlib.pyplot as plt\n",
-    "import matplotlib.animation as animation\n",
-    "from IPython.display import HTML\n",
-    "from torchvision.datasets import MNIST\n",
-    "\n",
-    "# Set random seed for reproducibility\n",
-    "manualSeed = 999\n",
-    "#manualSeed = random.randint(1, 10000) # use if you want new results\n",
-    "print(\"Random Seed: \", manualSeed)\n",
-    "random.seed(manualSeed)\n",
-    "torch.manual_seed(manualSeed)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Number of workers for dataloader\n",
-    "workers = 2\n",
-    "\n",
-    "# Batch size during training\n",
-    "batch_size = 128\n",
-    "\n",
-    "# Spatial size of training images. All images will be resized to this\n",
-    "#   size using a transformer.\n",
-    "image_size = 64\n",
-    "\n",
-    "# Number of channels in the training images. For color images this is 3\n",
-    "nc = 1\n",
-    "\n",
-    "# Size of z latent vector (i.e. size of generator input)\n",
-    "nz = 100\n",
-    "\n",
-    "# Size of feature maps in generator\n",
-    "ngf = 64\n",
-    "\n",
-    "# Size of feature maps in discriminator\n",
-    "ndf = 64\n",
-    "\n",
-    "# Number of training epochs\n",
-    "num_epochs = 5\n",
-    "\n",
-    "# Learning rate for optimizers\n",
-    "lr = 0.0002\n",
-    "\n",
-    "# Beta1 hyperparam for Adam optimizers\n",
-    "beta1 = 0.5\n",
-    "\n",
-    "# Number of GPUs available. Use 0 for CPU mode.\n",
-    "ngpu = 1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Downloading http://yann.lecun.com/exdb/mnist/train-images-idx3-ubyte.gz\n",
-      "Downloading http://yann.lecun.com/exdb/mnist/train-images-idx3-ubyte.gz to MNIST\\raw\\train-images-idx3-ubyte.gz\n"
-     ]
-    },
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "d42f7948f5554a649c51c83ade611c56",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "HBox(children=(IntProgress(value=0, max=9912422), HTML(value='')))"
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "UGwKsKS4GMTN"
+      },
+      "source": [
+        "<h1 ><big><center>MSO 3.4 - Deep Structured Learning</center></big></h1>\n",
+        "\n",
+        "<h2><big><center> BE 2 - GANs and cGAN </center></big></h2>\n",
+        "\n",
+        "<h5><big><center>Adapted from <i>Projet d'Option</i> of : Mhamed Jabri, Martin Chauvin, Ahmed Sahraoui, Zakariae Moustaïne and Taoufik Bouchikhi\n",
+        "\n",
+        "\n",
+        "<p align=\"center\">\n",
+        "<img height=300px src=\"https://cdn-images-1.medium.com/max/1080/0*tJRy5Chmk4XymxwN.png\"/></p>\n",
+        "<p align=\"center\"></p>"
       ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
     },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "Extracting MNIST\\raw\\train-images-idx3-ubyte.gz to MNIST\\raw\n",
-      "\n",
-      "Downloading http://yann.lecun.com/exdb/mnist/train-labels-idx1-ubyte.gz\n",
-      "Downloading http://yann.lecun.com/exdb/mnist/train-labels-idx1-ubyte.gz to MNIST\\raw\\train-labels-idx1-ubyte.gz\n"
-     ]
-    },
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "3151e2e09e5744c78f3fb46a690fb94e",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "HBox(children=(IntProgress(value=0, max=28881), HTML(value='')))"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "Extracting MNIST\\raw\\train-labels-idx1-ubyte.gz to MNIST\\raw\n",
-      "\n",
-      "Downloading http://yann.lecun.com/exdb/mnist/t10k-images-idx3-ubyte.gz\n",
-      "Downloading http://yann.lecun.com/exdb/mnist/t10k-images-idx3-ubyte.gz to MNIST\\raw\\t10k-images-idx3-ubyte.gz\n"
-     ]
-    },
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "988bee7e656448e0bed26f401d04f4bd",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "HBox(children=(IntProgress(value=0, max=1648877), HTML(value='')))"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "Extracting MNIST\\raw\\t10k-images-idx3-ubyte.gz to MNIST\\raw\n",
-      "\n",
-      "Downloading http://yann.lecun.com/exdb/mnist/t10k-labels-idx1-ubyte.gz\n",
-      "Downloading http://yann.lecun.com/exdb/mnist/t10k-labels-idx1-ubyte.gz to MNIST\\raw\\t10k-labels-idx1-ubyte.gz\n"
-     ]
-    },
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "31702e74abb643daa7b15cca1095f591",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "HBox(children=(IntProgress(value=0, max=4542), HTML(value='')))"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "Extracting MNIST\\raw\\t10k-labels-idx1-ubyte.gz to MNIST\\raw\n",
-      "\n"
-     ]
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "16aVF81lJuiP"
+      },
+      "source": [
+        "The aim of this assignment is to discover GANs, understand how they are implemented and then explore one specific architecture of GANs that allows us to perform image to image translation (which corresponds to the picture that you can see above this text ! )\n",
+        "\n",
+        "Before starting the exploration of the world of GANs, here's  what students should do and send back for this assignement : \n",
+        "* In the \"tutorial\" parts of this assignement that focus on explaining new concepts, you'll find <font color='red'>**questions**</font>  that aim to test your understanding of those concepts. \n",
+        "* In some of the code cells, you'll have to complete the code and you'll find a \"TO DO\" explaining what you should implement."
+      ]
     },
     {
-     "data": {
-      "text/plain": [
-       "<matplotlib.image.AxesImage at 0x203e275ea48>"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "M-WNKvhOP1ED"
+      },
+      "source": [
+        "# Part1: DC-GAN"
+      ]
+    },
     {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 576x576 with 1 Axes>"
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "y_r8nMTGQI9a"
+      },
+      "source": [
+        "In this part, we aim to learn and understand the basic concepts of **Generative Adversarial Networks** through a DCGAN and generate new celebrities from the learned network after showing it real celebrities. For this purpose, please study the tutorial here: https://pytorch.org/tutorials/beginner/dcgan_faces_tutorial.html\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "jiHCy4_UUBFb"
+      },
+      "source": [
+        "##Work to do\n",
+        "Now we want to generate handwritten digits using the MNIST dataset. It is available within torvision package (https://pytorch.org/vision/stable/generated/torchvision.datasets.MNIST.html#torchvision.datasets.MNIST)\n",
+        "\n",
+        "Please re-train the DCGAN and display some automatically generated handwritten digits.\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "sIL7UvYAZx6L"
+      },
+      "outputs": [],
+      "source": [
+        "#TO DO: your code here to adapt the code from the tutorial to experiment on MNIST dataset"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "NS87JJT4Urlq",
+        "outputId": "72b7ec33-cac5-4622-d4c6-8e7401133599"
+      },
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "Random Seed:  999\n"
+          ]
+        },
+        {
+          "data": {
+            "text/plain": [
+              "<torch._C.Generator at 0x7f74cc5ce390>"
+            ]
+          },
+          "execution_count": 1,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ],
+      "source": [
+        "from __future__ import print_function\n",
+        "#%matplotlib inline\n",
+        "import argparse\n",
+        "import os\n",
+        "import random\n",
+        "import torch\n",
+        "import torch.nn as nn\n",
+        "import torch.nn.parallel\n",
+        "import torch.backends.cudnn as cudnn\n",
+        "import torch.optim as optim\n",
+        "import torch.utils.data\n",
+        "import torchvision.datasets as dset\n",
+        "import torchvision.transforms as transforms\n",
+        "import torchvision.utils as vutils\n",
+        "import numpy as np\n",
+        "import matplotlib.pyplot as plt\n",
+        "import matplotlib.animation as animation\n",
+        "from IPython.display import HTML\n",
+        "from torchvision.datasets import MNIST\n",
+        "\n",
+        "# Set random seed for reproducibility\n",
+        "manualSeed = 999\n",
+        "#manualSeed = random.randint(1, 10000) # use if you want new results\n",
+        "print(\"Random Seed: \", manualSeed)\n",
+        "random.seed(manualSeed)\n",
+        "torch.manual_seed(manualSeed)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "WbOGqXrfUrls"
+      },
+      "outputs": [],
+      "source": [
+        "# Number of workers for dataloader\n",
+        "workers = 2\n",
+        "\n",
+        "# Batch size during training\n",
+        "batch_size = 128\n",
+        "\n",
+        "# Spatial size of training images. All images will be resized to this\n",
+        "#   size using a transformer.\n",
+        "image_size = 64\n",
+        "\n",
+        "# Number of channels in the training images. For color images this is 3\n",
+        "nc = 1 # 1 car en niveau de gris\n",
+        "\n",
+        "# Size of z latent vector (i.e. size of generator input)\n",
+        "nz = 100\n",
+        "\n",
+        "# Size of feature maps in generator\n",
+        "ngf = 64\n",
+        "\n",
+        "# Size of feature maps in discriminator\n",
+        "ndf = 64\n",
+        "\n",
+        "# Number of training epochs\n",
+        "num_epochs = 5\n",
+        "\n",
+        "# Learning rate for optimizers\n",
+        "lr = 0.0002\n",
+        "\n",
+        "# Beta1 hyperparam for Adam optimizers\n",
+        "beta1 = 0.5\n",
+        "\n",
+        "# Number of GPUs available. Use 0 for CPU mode.\n",
+        "ngpu = 1"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 905,
+          "referenced_widgets": [
+            "e11485cd119c4ecb9fd6246a8802e99e",
+            "3f04ed8ed68345748b461b8322a630b7",
+            "9ff7792d14514b6fb9c971f3b324f1a9",
+            "ee5281514d864ff5bd981b43e6771a56",
+            "6c5360bdd14f488d98a0b487e77df01f",
+            "adda8e0c293d47758d190ab91ddee6e8",
+            "5aafdcab327c483b86b80a20b5f6ab1b",
+            "aadf77fbf64b4a83aa055fce19bdffca",
+            "e452c902da224ccb9364dfdc5fbac4a9",
+            "ab2ed4484e2e4de99c6f3765d3509587",
+            "56e3ec7ddbb742d38ed8fde344bc3234",
+            "a07781b85ee84bb5a09d8005592e47e8",
+            "852465e1fa3441eb9c03bcef8ae0495a",
+            "ece9c0d0681441559dbe06eb322a481b",
+            "6e8c41f038394f03a4166e5120aaea0c",
+            "1e93f2a4705f4a529b8f36eb31b011dc",
+            "606d00f6f35f462c8e8cd43bc7e01467",
+            "67a1690fa1db4f3998f2ae706ebdf5a3",
+            "7072fab9cea940fbb81f62d06312f928",
+            "311ed4a3e5f04aea8eaa6b01f89acfbd",
+            "359e290f0b724d558d9d83e4f5ab5e23",
+            "bc13c68de3244e34ae2125e15493df0d",
+            "fb94c57a254343fa96feff67c2182925",
+            "710f9fa3add1495583e70a37d157acc9",
+            "d5402ca14761400c9a05605de7c6178e",
+            "c50603270f0f4e58bb432c9df29f19a1",
+            "463aa48d95264c37a1e0ebdd8dfede8d",
+            "ba06e30f25c647cfb8b2665f94ce125b",
+            "8ac397a6da8d473a80b30487ad8ada4f",
+            "af07ef8043ee47e8b0ef985a692f9a5e",
+            "3e200599abeb443690c878fdf0350410",
+            "fa444e09a2d847128e46cf92b499d8c1",
+            "f691fa93211545a7a76f02911a01a418",
+            "43654c8b357a4b839cfbb3cf63ffdd80",
+            "e33ee503d6e548a588c3b0f8a0c78f55",
+            "d74323fa117b45aa8a8807047c756cf1",
+            "14f7e0fe1c734053bb3a4047c44b5cee",
+            "259d9a5b754b4e2084084335c19f855a",
+            "23ac449e68bc4b4db5270d8e9abe2521",
+            "62f5645933654f9f94d010a66d36fb83",
+            "608e56a00f2a4a93843e30eb7efef62d",
+            "f445aad08e534a55abacada684f8a9ed",
+            "1566067288ea4192a65c9ace86254dc6",
+            "7a234298914d467e9994e05143a05466"
+          ]
+        },
+        "id": "G3Ad3ER3Urls",
+        "outputId": "ee05eb06-24ab-4e4d-842c-5a0d6bb3676b"
+      },
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "Downloading http://yann.lecun.com/exdb/mnist/train-images-idx3-ubyte.gz\n",
+            "Downloading http://yann.lecun.com/exdb/mnist/train-images-idx3-ubyte.gz to MNIST/raw/train-images-idx3-ubyte.gz\n"
+          ]
+        },
+        {
+          "data": {
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "e11485cd119c4ecb9fd6246a8802e99e",
+              "version_major": 2,
+              "version_minor": 0
+            },
+            "text/plain": [
+              "  0%|          | 0/9912422 [00:00<?, ?it/s]"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "Extracting MNIST/raw/train-images-idx3-ubyte.gz to MNIST/raw\n",
+            "\n",
+            "Downloading http://yann.lecun.com/exdb/mnist/train-labels-idx1-ubyte.gz\n",
+            "Downloading http://yann.lecun.com/exdb/mnist/train-labels-idx1-ubyte.gz to MNIST/raw/train-labels-idx1-ubyte.gz\n"
+          ]
+        },
+        {
+          "data": {
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "a07781b85ee84bb5a09d8005592e47e8",
+              "version_major": 2,
+              "version_minor": 0
+            },
+            "text/plain": [
+              "  0%|          | 0/28881 [00:00<?, ?it/s]"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "Extracting MNIST/raw/train-labels-idx1-ubyte.gz to MNIST/raw\n",
+            "\n",
+            "Downloading http://yann.lecun.com/exdb/mnist/t10k-images-idx3-ubyte.gz\n",
+            "Downloading http://yann.lecun.com/exdb/mnist/t10k-images-idx3-ubyte.gz to MNIST/raw/t10k-images-idx3-ubyte.gz\n"
+          ]
+        },
+        {
+          "data": {
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "fb94c57a254343fa96feff67c2182925",
+              "version_major": 2,
+              "version_minor": 0
+            },
+            "text/plain": [
+              "  0%|          | 0/1648877 [00:00<?, ?it/s]"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "Extracting MNIST/raw/t10k-images-idx3-ubyte.gz to MNIST/raw\n",
+            "\n",
+            "Downloading http://yann.lecun.com/exdb/mnist/t10k-labels-idx1-ubyte.gz\n",
+            "Downloading http://yann.lecun.com/exdb/mnist/t10k-labels-idx1-ubyte.gz to MNIST/raw/t10k-labels-idx1-ubyte.gz\n"
+          ]
+        },
+        {
+          "data": {
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "43654c8b357a4b839cfbb3cf63ffdd80",
+              "version_major": 2,
+              "version_minor": 0
+            },
+            "text/plain": [
+              "  0%|          | 0/4542 [00:00<?, ?it/s]"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "Extracting MNIST/raw/t10k-labels-idx1-ubyte.gz to MNIST/raw\n",
+            "\n"
+          ]
+        },
+        {
+          "data": {
+            "text/plain": [
+              "<matplotlib.image.AxesImage at 0x7f7447032550>"
+            ]
+          },
+          "execution_count": 3,
+          "metadata": {},
+          "output_type": "execute_result"
+        },
+        {
+          "data": {
+            "image/png": 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",
+            "text/plain": [
+              "<Figure size 576x576 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        }
+      ],
+      "source": [
+        "# We can use an image folder dataset the way we have it setup.\n",
+        "# Create the dataset\n",
+        "dataset = MNIST(root='',\n",
+        "                           transform=transforms.Compose([\n",
+        "                               transforms.Resize(image_size),\n",
+        "                               transforms.CenterCrop(image_size),\n",
+        "                               transforms.ToTensor(),\n",
+        "                               transforms.Normalize((0.5), (0.5)), # précédemment ((0.5,0.5,0.5), (0.5,0.5,0.5)) pour image en couleur (triplet rgb)\n",
+        "                           ]),download=True)\n",
+        "# Create the dataloader\n",
+        "dataloader = torch.utils.data.DataLoader(dataset, batch_size=batch_size,\n",
+        "                                         shuffle=True, num_workers=workers)\n",
+        "\n",
+        "# Decide which device we want to run on\n",
+        "device = torch.device(\"cuda:0\" if (torch.cuda.is_available() and ngpu > 0) else \"cpu\")\n",
+        "\n",
+        "# Plot some training images\n",
+        "real_batch = next(iter(dataloader))\n",
+        "plt.figure(figsize=(8,8))\n",
+        "plt.axis(\"off\")\n",
+        "plt.title(\"Training Images\")\n",
+        "plt.imshow(np.transpose(vutils.make_grid(real_batch[0].to(device)[:64], padding=2, normalize=True).cpu(),(1,2,0)))"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "u2kfj6QaUrlt"
+      },
+      "outputs": [],
+      "source": [
+        "# custom weights initialization called on netG and netD\n",
+        "def weights_init(m):\n",
+        "    classname = m.__class__.__name__\n",
+        "    if classname.find('Conv') != -1:\n",
+        "        nn.init.normal_(m.weight.data, 0.0, 0.02)\n",
+        "    elif classname.find('BatchNorm') != -1:\n",
+        "        nn.init.normal_(m.weight.data, 1.0, 0.02)\n",
+        "        nn.init.constant_(m.bias.data, 0)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "hDzAWxBMUrlt"
+      },
+      "outputs": [],
+      "source": [
+        "# Generator Code\n",
+        "\n",
+        "class Generator(nn.Module):\n",
+        "    def __init__(self, ngpu):\n",
+        "        super(Generator, self).__init__()\n",
+        "        self.ngpu = ngpu\n",
+        "        self.main = nn.Sequential(\n",
+        "            # input is Z, going into a convolution\n",
+        "            nn.ConvTranspose2d( nz, ngf * 8, 4, 1, 0, bias=False),\n",
+        "            nn.BatchNorm2d(ngf * 8),\n",
+        "            nn.ReLU(True),\n",
+        "            # state size. (ngf*8) x 4 x 4\n",
+        "            nn.ConvTranspose2d(ngf * 8, ngf * 4, 4, 2, 1, bias=False),\n",
+        "            nn.BatchNorm2d(ngf * 4),\n",
+        "            nn.ReLU(True),\n",
+        "            # state size. (ngf*4) x 8 x 8\n",
+        "            nn.ConvTranspose2d( ngf * 4, ngf * 2, 4, 2, 1, bias=False),\n",
+        "            nn.BatchNorm2d(ngf * 2),\n",
+        "            nn.ReLU(True),\n",
+        "            # state size. (ngf*2) x 16 x 16\n",
+        "            nn.ConvTranspose2d( ngf * 2, ngf, 4, 2, 1, bias=False),\n",
+        "            nn.BatchNorm2d(ngf),\n",
+        "            nn.ReLU(True),\n",
+        "            # state size. (ngf) x 32 x 32\n",
+        "            nn.ConvTranspose2d( ngf, nc, 4, 2, 1, bias=False),\n",
+        "            nn.Tanh()\n",
+        "            # state size. (nc) x 64 x 64\n",
+        "        )\n",
+        "\n",
+        "    def forward(self, input):\n",
+        "        return self.main(input)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "uuubyHOfUrlu",
+        "outputId": "2d5e4566-af6a-4278-c0f9-23748bfeb794"
+      },
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "Generator(\n",
+            "  (main): Sequential(\n",
+            "    (0): ConvTranspose2d(100, 512, kernel_size=(4, 4), stride=(1, 1), bias=False)\n",
+            "    (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+            "    (2): ReLU(inplace=True)\n",
+            "    (3): ConvTranspose2d(512, 256, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+            "    (4): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+            "    (5): ReLU(inplace=True)\n",
+            "    (6): ConvTranspose2d(256, 128, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+            "    (7): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+            "    (8): ReLU(inplace=True)\n",
+            "    (9): ConvTranspose2d(128, 64, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+            "    (10): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+            "    (11): ReLU(inplace=True)\n",
+            "    (12): ConvTranspose2d(64, 1, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+            "    (13): Tanh()\n",
+            "  )\n",
+            ")\n"
+          ]
+        }
+      ],
+      "source": [
+        "# Create the generator\n",
+        "netG = Generator(ngpu).to(device)\n",
+        "\n",
+        "# Handle multi-gpu if desired\n",
+        "if (device.type == 'cuda') and (ngpu > 1):\n",
+        "    netG = nn.DataParallel(netG, list(range(ngpu)))\n",
+        "\n",
+        "# Apply the weights_init function to randomly initialize all weights\n",
+        "#  to mean=0, stdev=0.02.\n",
+        "netG.apply(weights_init)\n",
+        "\n",
+        "# Print the model\n",
+        "print(netG)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "DNwhIP0rUrlv"
+      },
+      "outputs": [],
+      "source": [
+        "class Discriminator(nn.Module):\n",
+        "    def __init__(self, ngpu):\n",
+        "        super(Discriminator, self).__init__()\n",
+        "        self.ngpu = ngpu\n",
+        "        self.main = nn.Sequential(\n",
+        "            # input is (nc) x 64 x 64\n",
+        "            nn.Conv2d(nc, ndf, 4, 2, 1, bias=False),\n",
+        "            nn.LeakyReLU(0.2, inplace=True),\n",
+        "            # state size. (ndf) x 32 x 32\n",
+        "            nn.Conv2d(ndf, ndf * 2, 4, 2, 1, bias=False),\n",
+        "            nn.BatchNorm2d(ndf * 2),\n",
+        "            nn.LeakyReLU(0.2, inplace=True),\n",
+        "            # state size. (ndf*2) x 16 x 16\n",
+        "            nn.Conv2d(ndf * 2, ndf * 4, 4, 2, 1, bias=False),\n",
+        "            nn.BatchNorm2d(ndf * 4),\n",
+        "            nn.LeakyReLU(0.2, inplace=True),\n",
+        "            # state size. (ndf*4) x 8 x 8\n",
+        "            nn.Conv2d(ndf * 4, ndf * 8, 4, 2, 1, bias=False),\n",
+        "            nn.BatchNorm2d(ndf * 8),\n",
+        "            nn.LeakyReLU(0.2, inplace=True),\n",
+        "            # state size. (ndf*8) x 4 x 4\n",
+        "            nn.Conv2d(ndf * 8, 1, 4, 1, 0, bias=False),\n",
+        "            nn.Sigmoid()\n",
+        "        )\n",
+        "\n",
+        "    def forward(self, input):\n",
+        "        return self.main(input)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "m20B5jUjUrlw",
+        "outputId": "a9c0f2c2-f373-47ed-b37f-fc0eaa59d656"
+      },
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "Discriminator(\n",
+            "  (main): Sequential(\n",
+            "    (0): Conv2d(1, 64, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+            "    (1): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+            "    (2): Conv2d(64, 128, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+            "    (3): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+            "    (4): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+            "    (5): Conv2d(128, 256, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+            "    (6): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+            "    (7): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+            "    (8): Conv2d(256, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+            "    (9): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+            "    (10): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+            "    (11): Conv2d(512, 1, kernel_size=(4, 4), stride=(1, 1), bias=False)\n",
+            "    (12): Sigmoid()\n",
+            "  )\n",
+            ")\n"
+          ]
+        }
+      ],
+      "source": [
+        "# Create the Discriminator\n",
+        "netD = Discriminator(ngpu).to(device)\n",
+        "\n",
+        "# Handle multi-gpu if desired\n",
+        "if (device.type == 'cuda') and (ngpu > 1):\n",
+        "    netD = nn.DataParallel(netD, list(range(ngpu)))\n",
+        "\n",
+        "# Apply the weights_init function to randomly initialize all weights\n",
+        "#  to mean=0, stdev=0.2.\n",
+        "netD.apply(weights_init)\n",
+        "\n",
+        "# Print the model\n",
+        "print(netD)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "R1DWVp-nUrlw"
+      },
+      "outputs": [],
+      "source": [
+        "# Initialize BCELoss function\n",
+        "criterion = nn.BCELoss()\n",
+        "\n",
+        "# Create batch of latent vectors that we will use to visualize\n",
+        "#  the progression of the generator\n",
+        "fixed_noise = torch.randn(64, nz, 1, 1, device=device)\n",
+        "\n",
+        "# Establish convention for real and fake labels during training\n",
+        "real_label = 1.\n",
+        "fake_label = 0.\n",
+        "\n",
+        "# Setup Adam optimizers for both G and D\n",
+        "optimizerD = optim.Adam(netD.parameters(), lr=lr, betas=(beta1, 0.999))\n",
+        "optimizerG = optim.Adam(netG.parameters(), lr=lr, betas=(beta1, 0.999))"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "3d7HXReNUrlw",
+        "outputId": "e24aab6e-3880-4b76-8f63-aa7b885aa181"
+      },
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "Starting Training Loop...\n",
+            "[0/5][0/469]\tLoss_D: 1.6647\tLoss_G: 3.5638\tD(x): 0.5276\tD(G(z)): 0.5480 / 0.0425\n",
+            "[0/5][50/469]\tLoss_D: 0.0865\tLoss_G: 9.9634\tD(x): 0.9974\tD(G(z)): 0.0782 / 0.0001\n",
+            "[0/5][100/469]\tLoss_D: 0.3514\tLoss_G: 8.1222\tD(x): 0.8950\tD(G(z)): 0.1365 / 0.0007\n",
+            "[0/5][150/469]\tLoss_D: 0.0955\tLoss_G: 4.8800\tD(x): 0.9613\tD(G(z)): 0.0442 / 0.0106\n",
+            "[0/5][200/469]\tLoss_D: 0.3835\tLoss_G: 3.5090\tD(x): 0.8274\tD(G(z)): 0.0852 / 0.0420\n",
+            "[0/5][250/469]\tLoss_D: 0.3382\tLoss_G: 3.2806\tD(x): 0.8408\tD(G(z)): 0.1134 / 0.0558\n",
+            "[0/5][300/469]\tLoss_D: 0.1959\tLoss_G: 3.1657\tD(x): 0.8948\tD(G(z)): 0.0715 / 0.0633\n",
+            "[0/5][350/469]\tLoss_D: 3.2707\tLoss_G: 0.1354\tD(x): 0.1278\tD(G(z)): 0.0015 / 0.8826\n",
+            "[0/5][400/469]\tLoss_D: 0.1304\tLoss_G: 3.1489\tD(x): 0.9134\tD(G(z)): 0.0333 / 0.0587\n",
+            "[0/5][450/469]\tLoss_D: 0.2076\tLoss_G: 3.3937\tD(x): 0.9154\tD(G(z)): 0.0983 / 0.0512\n",
+            "[1/5][0/469]\tLoss_D: 0.1542\tLoss_G: 3.2292\tD(x): 0.9465\tD(G(z)): 0.0870 / 0.0569\n",
+            "[1/5][50/469]\tLoss_D: 15.2373\tLoss_G: 3.3955\tD(x): 0.0000\tD(G(z)): 0.0000 / 0.1970\n",
+            "[1/5][100/469]\tLoss_D: 1.0483\tLoss_G: 0.5946\tD(x): 0.4099\tD(G(z)): 0.0142 / 0.6083\n",
+            "[1/5][150/469]\tLoss_D: 0.2477\tLoss_G: 2.0424\tD(x): 0.8546\tD(G(z)): 0.0754 / 0.1704\n",
+            "[1/5][200/469]\tLoss_D: 0.7241\tLoss_G: 2.5296\tD(x): 0.8039\tD(G(z)): 0.3590 / 0.1006\n",
+            "[1/5][250/469]\tLoss_D: 0.3754\tLoss_G: 3.0798\tD(x): 0.9303\tD(G(z)): 0.2419 / 0.0592\n",
+            "[1/5][300/469]\tLoss_D: 0.8385\tLoss_G: 1.3296\tD(x): 0.6895\tD(G(z)): 0.2942 / 0.3115\n",
+            "[1/5][350/469]\tLoss_D: 0.3165\tLoss_G: 2.3567\tD(x): 0.8483\tD(G(z)): 0.1223 / 0.1185\n",
+            "[1/5][400/469]\tLoss_D: 0.2198\tLoss_G: 2.3823\tD(x): 0.8913\tD(G(z)): 0.0927 / 0.1134\n",
+            "[1/5][450/469]\tLoss_D: 1.2619\tLoss_G: 0.0965\tD(x): 0.3554\tD(G(z)): 0.0216 / 0.9116\n",
+            "[2/5][0/469]\tLoss_D: 0.3344\tLoss_G: 2.6810\tD(x): 0.8963\tD(G(z)): 0.1805 / 0.0929\n",
+            "[2/5][50/469]\tLoss_D: 0.5537\tLoss_G: 1.6536\tD(x): 0.7624\tD(G(z)): 0.1913 / 0.2409\n",
+            "[2/5][100/469]\tLoss_D: 0.3532\tLoss_G: 2.7819\tD(x): 0.8837\tD(G(z)): 0.1807 / 0.0860\n",
+            "[2/5][150/469]\tLoss_D: 0.3031\tLoss_G: 3.3224\tD(x): 0.9119\tD(G(z)): 0.1735 / 0.0498\n",
+            "[2/5][200/469]\tLoss_D: 2.7663\tLoss_G: 0.5747\tD(x): 0.1259\tD(G(z)): 0.0256 / 0.6387\n",
+            "[2/5][250/469]\tLoss_D: 0.2066\tLoss_G: 3.4431\tD(x): 0.8785\tD(G(z)): 0.0605 / 0.0518\n",
+            "[2/5][300/469]\tLoss_D: 0.4441\tLoss_G: 1.9229\tD(x): 0.6958\tD(G(z)): 0.0466 / 0.1867\n",
+            "[2/5][350/469]\tLoss_D: 1.0244\tLoss_G: 4.9972\tD(x): 0.9817\tD(G(z)): 0.5809 / 0.0103\n",
+            "[2/5][400/469]\tLoss_D: 0.3316\tLoss_G: 3.4332\tD(x): 0.7739\tD(G(z)): 0.0418 / 0.0496\n",
+            "[2/5][450/469]\tLoss_D: 0.1954\tLoss_G: 2.2265\tD(x): 0.8739\tD(G(z)): 0.0485 / 0.1357\n",
+            "[3/5][0/469]\tLoss_D: 0.2002\tLoss_G: 2.7110\tD(x): 0.8799\tD(G(z)): 0.0611 / 0.0897\n",
+            "[3/5][50/469]\tLoss_D: 0.7696\tLoss_G: 1.9157\tD(x): 0.6991\tD(G(z)): 0.2842 / 0.1759\n",
+            "[3/5][100/469]\tLoss_D: 0.3942\tLoss_G: 2.3823\tD(x): 0.7716\tD(G(z)): 0.1018 / 0.1187\n",
+            "[3/5][150/469]\tLoss_D: 0.1986\tLoss_G: 3.9321\tD(x): 0.9166\tD(G(z)): 0.0996 / 0.0266\n",
+            "[3/5][200/469]\tLoss_D: 0.5247\tLoss_G: 3.3950\tD(x): 0.8898\tD(G(z)): 0.3116 / 0.0446\n",
+            "[3/5][250/469]\tLoss_D: 0.3242\tLoss_G: 4.0092\tD(x): 0.8956\tD(G(z)): 0.1751 / 0.0277\n",
+            "[3/5][300/469]\tLoss_D: 0.0845\tLoss_G: 4.0617\tD(x): 0.9671\tD(G(z)): 0.0477 / 0.0247\n",
+            "[3/5][350/469]\tLoss_D: 1.0807\tLoss_G: 6.5546\tD(x): 0.8448\tD(G(z)): 0.5396 / 0.0024\n",
+            "[3/5][400/469]\tLoss_D: 0.9325\tLoss_G: 2.8280\tD(x): 0.9658\tD(G(z)): 0.5281 / 0.0818\n",
+            "[3/5][450/469]\tLoss_D: 0.6813\tLoss_G: 2.2760\tD(x): 0.6338\tD(G(z)): 0.1167 / 0.1510\n",
+            "[4/5][0/469]\tLoss_D: 0.3223\tLoss_G: 3.0743\tD(x): 0.7831\tD(G(z)): 0.0538 / 0.0684\n",
+            "[4/5][50/469]\tLoss_D: 0.1487\tLoss_G: 3.1456\tD(x): 0.8765\tD(G(z)): 0.0075 / 0.0602\n",
+            "[4/5][100/469]\tLoss_D: 0.3467\tLoss_G: 4.3670\tD(x): 0.8967\tD(G(z)): 0.1868 / 0.0191\n",
+            "[4/5][150/469]\tLoss_D: 0.1227\tLoss_G: 3.3130\tD(x): 0.9303\tD(G(z)): 0.0430 / 0.0530\n",
+            "[4/5][200/469]\tLoss_D: 0.6080\tLoss_G: 2.5956\tD(x): 0.7148\tD(G(z)): 0.1912 / 0.0972\n",
+            "[4/5][250/469]\tLoss_D: 0.4205\tLoss_G: 3.7032\tD(x): 0.9048\tD(G(z)): 0.2458 / 0.0345\n",
+            "[4/5][300/469]\tLoss_D: 0.2804\tLoss_G: 3.3224\tD(x): 0.7902\tD(G(z)): 0.0220 / 0.0540\n",
+            "[4/5][350/469]\tLoss_D: 0.0936\tLoss_G: 4.0905\tD(x): 0.9781\tD(G(z)): 0.0667 / 0.0231\n",
+            "[4/5][400/469]\tLoss_D: 0.9364\tLoss_G: 1.7262\tD(x): 0.5260\tD(G(z)): 0.1832 / 0.2181\n",
+            "[4/5][450/469]\tLoss_D: 0.1016\tLoss_G: 3.7917\tD(x): 0.9338\tD(G(z)): 0.0273 / 0.0342\n"
+          ]
+        }
+      ],
+      "source": [
+        "# Training Loop\n",
+        "\n",
+        "# Lists to keep track of progress\n",
+        "img_list = []\n",
+        "G_losses = []\n",
+        "D_losses = []\n",
+        "iters = 0\n",
+        "\n",
+        "print(\"Starting Training Loop...\")\n",
+        "# For each epoch\n",
+        "for epoch in range(num_epochs):\n",
+        "    # For each batch in the dataloader\n",
+        "    for i, data in enumerate(dataloader, 0):\n",
+        "\n",
+        "        ############################\n",
+        "        # (1) Update D network: maximize log(D(x)) + log(1 - D(G(z)))\n",
+        "        ###########################\n",
+        "        ## Train with all-real batch\n",
+        "        netD.zero_grad()\n",
+        "        # Format batch\n",
+        "        real_cpu = data[0].to(device)\n",
+        "        b_size = real_cpu.size(0)\n",
+        "        label = torch.full((b_size,), real_label, dtype=torch.float, device=device)\n",
+        "        # Forward pass real batch through D\n",
+        "        output = netD(real_cpu).view(-1)\n",
+        "        # Calculate loss on all-real batch\n",
+        "        errD_real = criterion(output, label)\n",
+        "        # Calculate gradients for D in backward pass\n",
+        "        errD_real.backward()\n",
+        "        D_x = output.mean().item()\n",
+        "\n",
+        "        ## Train with all-fake batch\n",
+        "        # Generate batch of latent vectors\n",
+        "        noise = torch.randn(b_size, nz, 1, 1, device=device)\n",
+        "        # Generate fake image batch with G\n",
+        "        fake = netG(noise)\n",
+        "        label.fill_(fake_label)\n",
+        "        # Classify all fake batch with D\n",
+        "        output = netD(fake.detach()).view(-1)\n",
+        "        # Calculate D's loss on the all-fake batch\n",
+        "        errD_fake = criterion(output, label)\n",
+        "        # Calculate the gradients for this batch, accumulated (summed) with previous gradients\n",
+        "        errD_fake.backward()\n",
+        "        D_G_z1 = output.mean().item()\n",
+        "        # Compute error of D as sum over the fake and the real batches\n",
+        "        errD = errD_real + errD_fake\n",
+        "        # Update D\n",
+        "        optimizerD.step()\n",
+        "\n",
+        "        ############################\n",
+        "        # (2) Update G network: maximize log(D(G(z)))\n",
+        "        ###########################\n",
+        "        netG.zero_grad()\n",
+        "        label.fill_(real_label)  # fake labels are real for generator cost\n",
+        "        # Since we just updated D, perform another forward pass of all-fake batch through D\n",
+        "        output = netD(fake).view(-1)\n",
+        "        # Calculate G's loss based on this output\n",
+        "        errG = criterion(output, label)\n",
+        "        # Calculate gradients for G\n",
+        "        errG.backward()\n",
+        "        D_G_z2 = output.mean().item()\n",
+        "        # Update G\n",
+        "        optimizerG.step()\n",
+        "\n",
+        "        # Output training stats\n",
+        "        if i % 50 == 0:\n",
+        "            print('[%d/%d][%d/%d]\\tLoss_D: %.4f\\tLoss_G: %.4f\\tD(x): %.4f\\tD(G(z)): %.4f / %.4f'\n",
+        "                  % (epoch, num_epochs, i, len(dataloader),\n",
+        "                     errD.item(), errG.item(), D_x, D_G_z1, D_G_z2))\n",
+        "\n",
+        "        # Save Losses for plotting later\n",
+        "        G_losses.append(errG.item())\n",
+        "        D_losses.append(errD.item())\n",
+        "\n",
+        "        # Check how the generator is doing by saving G's output on fixed_noise\n",
+        "        if (iters % 500 == 0) or ((epoch == num_epochs-1) and (i == len(dataloader)-1)):\n",
+        "            with torch.no_grad():\n",
+        "                fake = netG(fixed_noise).detach().cpu()\n",
+        "            img_list.append(vutils.make_grid(fake, padding=2, normalize=True))\n",
+        "\n",
+        "        iters += 1"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 350
+        },
+        "id": "LauPDoKTUrlx",
+        "outputId": "767d1459-962b-4691-b217-8496f39745a3"
+      },
+      "outputs": [
+        {
+          "data": {
+            "image/png": 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",
+            "text/plain": [
+              "<Figure size 720x360 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        }
+      ],
+      "source": [
+        "plt.figure(figsize=(10,5))\n",
+        "plt.title(\"Generator and Discriminator Loss During Training\")\n",
+        "plt.plot(G_losses,label=\"G\")\n",
+        "plt.plot(D_losses,label=\"D\")\n",
+        "plt.xlabel(\"iterations\")\n",
+        "plt.ylabel(\"Loss\")\n",
+        "plt.legend()\n",
+        "plt.show()"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 1000
+        },
+        "id": "5Mc6-7JNUrly",
+        "outputId": "8da78948-463f-4e67-e611-cae52ecce67a"
+      },
+      "outputs": [
+        {
+          "data": {
+            "text/html": [
+              "\n",
+              "<link rel=\"stylesheet\"\n",
+              "href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/css/font-awesome.min.css\">\n",
+              "<script language=\"javascript\">\n",
+              "  function isInternetExplorer() {\n",
+              "    ua = navigator.userAgent;\n",
+              "    /* MSIE used to detect old browsers and Trident used to newer ones*/\n",
+              "    return ua.indexOf(\"MSIE \") > -1 || ua.indexOf(\"Trident/\") > -1;\n",
+              "  }\n",
+              "\n",
+              "  /* Define the Animation class */\n",
+              "  function Animation(frames, img_id, slider_id, interval, loop_select_id){\n",
+              "    this.img_id = img_id;\n",
+              "    this.slider_id = slider_id;\n",
+              "    this.loop_select_id = loop_select_id;\n",
+              "    this.interval = interval;\n",
+              "    this.current_frame = 0;\n",
+              "    this.direction = 0;\n",
+              "    this.timer = null;\n",
+              "    this.frames = new Array(frames.length);\n",
+              "\n",
+              "    for (var i=0; i<frames.length; i++)\n",
+              "    {\n",
+              "     this.frames[i] = new Image();\n",
+              "     this.frames[i].src = frames[i];\n",
+              "    }\n",
+              "    var slider = document.getElementById(this.slider_id);\n",
+              "    slider.max = this.frames.length - 1;\n",
+              "    if (isInternetExplorer()) {\n",
+              "        // switch from oninput to onchange because IE <= 11 does not conform\n",
+              "        // with W3C specification. It ignores oninput and onchange behaves\n",
+              "        // like oninput. In contrast, Microsoft Edge behaves correctly.\n",
+              "        slider.setAttribute('onchange', slider.getAttribute('oninput'));\n",
+              "        slider.setAttribute('oninput', null);\n",
+              "    }\n",
+              "    this.set_frame(this.current_frame);\n",
+              "  }\n",
+              "\n",
+              "  Animation.prototype.get_loop_state = function(){\n",
+              "    var button_group = document[this.loop_select_id].state;\n",
+              "    for (var i = 0; i < button_group.length; i++) {\n",
+              "        var button = button_group[i];\n",
+              "        if (button.checked) {\n",
+              "            return button.value;\n",
+              "        }\n",
+              "    }\n",
+              "    return undefined;\n",
+              "  }\n",
+              "\n",
+              "  Animation.prototype.set_frame = function(frame){\n",
+              "    this.current_frame = frame;\n",
+              "    document.getElementById(this.img_id).src =\n",
+              "            this.frames[this.current_frame].src;\n",
+              "    document.getElementById(this.slider_id).value = this.current_frame;\n",
+              "  }\n",
+              "\n",
+              "  Animation.prototype.next_frame = function()\n",
+              "  {\n",
+              "    this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));\n",
+              "  }\n",
+              "\n",
+              "  Animation.prototype.previous_frame = function()\n",
+              "  {\n",
+              "    this.set_frame(Math.max(0, this.current_frame - 1));\n",
+              "  }\n",
+              "\n",
+              "  Animation.prototype.first_frame = function()\n",
+              "  {\n",
+              "    this.set_frame(0);\n",
+              "  }\n",
+              "\n",
+              "  Animation.prototype.last_frame = function()\n",
+              "  {\n",
+              "    this.set_frame(this.frames.length - 1);\n",
+              "  }\n",
+              "\n",
+              "  Animation.prototype.slower = function()\n",
+              "  {\n",
+              "    this.interval /= 0.7;\n",
+              "    if(this.direction > 0){this.play_animation();}\n",
+              "    else if(this.direction < 0){this.reverse_animation();}\n",
+              "  }\n",
+              "\n",
+              "  Animation.prototype.faster = function()\n",
+              "  {\n",
+              "    this.interval *= 0.7;\n",
+              "    if(this.direction > 0){this.play_animation();}\n",
+              "    else if(this.direction < 0){this.reverse_animation();}\n",
+              "  }\n",
+              "\n",
+              "  Animation.prototype.anim_step_forward = function()\n",
+              "  {\n",
+              "    this.current_frame += 1;\n",
+              "    if(this.current_frame < this.frames.length){\n",
+              "      this.set_frame(this.current_frame);\n",
+              "    }else{\n",
+              "      var loop_state = this.get_loop_state();\n",
+              "      if(loop_state == \"loop\"){\n",
+              "        this.first_frame();\n",
+              "      }else if(loop_state == \"reflect\"){\n",
+              "        this.last_frame();\n",
+              "        this.reverse_animation();\n",
+              "      }else{\n",
+              "        this.pause_animation();\n",
+              "        this.last_frame();\n",
+              "      }\n",
+              "    }\n",
+              "  }\n",
+              "\n",
+              "  Animation.prototype.anim_step_reverse = function()\n",
+              "  {\n",
+              "    this.current_frame -= 1;\n",
+              "    if(this.current_frame >= 0){\n",
+              "      this.set_frame(this.current_frame);\n",
+              "    }else{\n",
+              "      var loop_state = this.get_loop_state();\n",
+              "      if(loop_state == \"loop\"){\n",
+              "        this.last_frame();\n",
+              "      }else if(loop_state == \"reflect\"){\n",
+              "        this.first_frame();\n",
+              "        this.play_animation();\n",
+              "      }else{\n",
+              "        this.pause_animation();\n",
+              "        this.first_frame();\n",
+              "      }\n",
+              "    }\n",
+              "  }\n",
+              "\n",
+              "  Animation.prototype.pause_animation = function()\n",
+              "  {\n",
+              "    this.direction = 0;\n",
+              "    if (this.timer){\n",
+              "      clearInterval(this.timer);\n",
+              "      this.timer = null;\n",
+              "    }\n",
+              "  }\n",
+              "\n",
+              "  Animation.prototype.play_animation = function()\n",
+              "  {\n",
+              "    this.pause_animation();\n",
+              "    this.direction = 1;\n",
+              "    var t = this;\n",
+              "    if (!this.timer) this.timer = setInterval(function() {\n",
+              "        t.anim_step_forward();\n",
+              "    }, this.interval);\n",
+              "  }\n",
+              "\n",
+              "  Animation.prototype.reverse_animation = function()\n",
+              "  {\n",
+              "    this.pause_animation();\n",
+              "    this.direction = -1;\n",
+              "    var t = this;\n",
+              "    if (!this.timer) this.timer = setInterval(function() {\n",
+              "        t.anim_step_reverse();\n",
+              "    }, this.interval);\n",
+              "  }\n",
+              "</script>\n",
+              "\n",
+              "<style>\n",
+              ".animation {\n",
+              "    display: inline-block;\n",
+              "    text-align: center;\n",
+              "}\n",
+              "input[type=range].anim-slider {\n",
+              "    width: 374px;\n",
+              "    margin-left: auto;\n",
+              "    margin-right: auto;\n",
+              "}\n",
+              ".anim-buttons {\n",
+              "    margin: 8px 0px;\n",
+              "}\n",
+              ".anim-buttons button {\n",
+              "    padding: 0;\n",
+              "    width: 36px;\n",
+              "}\n",
+              ".anim-state label {\n",
+              "    margin-right: 8px;\n",
+              "}\n",
+              ".anim-state input {\n",
+              "    margin: 0;\n",
+              "    vertical-align: middle;\n",
+              "}\n",
+              "</style>\n",
+              "\n",
+              "<div class=\"animation\">\n",
+              "  <img id=\"_anim_img61182876d03649bebb42c67c14caf0ec\">\n",
+              "  <div class=\"anim-controls\">\n",
+              "    <input id=\"_anim_slider61182876d03649bebb42c67c14caf0ec\" type=\"range\" class=\"anim-slider\"\n",
+              "           name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
+              "           oninput=\"anim61182876d03649bebb42c67c14caf0ec.set_frame(parseInt(this.value));\">\n",
+              "    <div class=\"anim-buttons\">\n",
+              "      <button title=\"Decrease speed\" aria-label=\"Decrease speed\" onclick=\"anim61182876d03649bebb42c67c14caf0ec.slower()\">\n",
+              "          <i class=\"fa fa-minus\"></i></button>\n",
+              "      <button title=\"First frame\" aria-label=\"First frame\" onclick=\"anim61182876d03649bebb42c67c14caf0ec.first_frame()\">\n",
+              "        <i class=\"fa fa-fast-backward\"></i></button>\n",
+              "      <button title=\"Previous frame\" aria-label=\"Previous frame\" onclick=\"anim61182876d03649bebb42c67c14caf0ec.previous_frame()\">\n",
+              "          <i class=\"fa fa-step-backward\"></i></button>\n",
+              "      <button title=\"Play backwards\" aria-label=\"Play backwards\" onclick=\"anim61182876d03649bebb42c67c14caf0ec.reverse_animation()\">\n",
+              "          <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
+              "      <button title=\"Pause\" aria-label=\"Pause\" onclick=\"anim61182876d03649bebb42c67c14caf0ec.pause_animation()\">\n",
+              "          <i class=\"fa fa-pause\"></i></button>\n",
+              "      <button title=\"Play\" aria-label=\"Play\" onclick=\"anim61182876d03649bebb42c67c14caf0ec.play_animation()\">\n",
+              "          <i class=\"fa fa-play\"></i></button>\n",
+              "      <button title=\"Next frame\" aria-label=\"Next frame\" onclick=\"anim61182876d03649bebb42c67c14caf0ec.next_frame()\">\n",
+              "          <i class=\"fa fa-step-forward\"></i></button>\n",
+              "      <button title=\"Last frame\" aria-label=\"Last frame\" onclick=\"anim61182876d03649bebb42c67c14caf0ec.last_frame()\">\n",
+              "          <i class=\"fa fa-fast-forward\"></i></button>\n",
+              "      <button title=\"Increase speed\" aria-label=\"Increase speed\" onclick=\"anim61182876d03649bebb42c67c14caf0ec.faster()\">\n",
+              "          <i class=\"fa fa-plus\"></i></button>\n",
+              "    </div>\n",
+              "    <form title=\"Repetition mode\" aria-label=\"Repetition mode\" action=\"#n\" name=\"_anim_loop_select61182876d03649bebb42c67c14caf0ec\"\n",
+              "          class=\"anim-state\">\n",
+              "      <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_61182876d03649bebb42c67c14caf0ec\"\n",
+              "             >\n",
+              "      <label for=\"_anim_radio1_61182876d03649bebb42c67c14caf0ec\">Once</label>\n",
+              "      <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_61182876d03649bebb42c67c14caf0ec\"\n",
+              "             checked>\n",
+              "      <label for=\"_anim_radio2_61182876d03649bebb42c67c14caf0ec\">Loop</label>\n",
+              "      <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_61182876d03649bebb42c67c14caf0ec\"\n",
+              "             >\n",
+              "      <label for=\"_anim_radio3_61182876d03649bebb42c67c14caf0ec\">Reflect</label>\n",
+              "    </form>\n",
+              "  </div>\n",
+              "</div>\n",
+              "\n",
+              "\n",
+              "<script language=\"javascript\">\n",
+              "  /* Instantiate the Animation class. */\n",
+              "  /* The IDs given should match those used in the template above. */\n",
+              "  (function() {\n",
+              "    var img_id = \"_anim_img61182876d03649bebb42c67c14caf0ec\";\n",
+              "    var slider_id = \"_anim_slider61182876d03649bebb42c67c14caf0ec\";\n",
+              "    var loop_select_id = \"_anim_loop_select61182876d03649bebb42c67c14caf0ec\";\n",
+              "    var frames = new Array(6);\n",
+              "    \n",
+              "  frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAkAAAAJACAYAAABlmtk2AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\\\n",
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+              "ECBorbUErbQSuBG4EKmRIJIaajjtu7rLm/Q+IjO8997HXRTPYdZ/l3VxhR/5PQDB6e6qzIjPvO95\\\n",
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+              "c/hf7nriAslLVrMAAAAASUVORK5CYII=\\\n",
+              "\"\n",
+              "\n",
+              "\n",
+              "    /* set a timeout to make sure all the above elements are created before\n",
+              "       the object is initialized. */\n",
+              "    setTimeout(function() {\n",
+              "        anim61182876d03649bebb42c67c14caf0ec = new Animation(frames, img_id, slider_id, 1000.0,\n",
+              "                                 loop_select_id);\n",
+              "    }, 0);\n",
+              "  })()\n",
+              "</script>\n"
+            ],
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ]
+          },
+          "execution_count": 12,
+          "metadata": {},
+          "output_type": "execute_result"
+        },
+        {
+          "data": {
+            "image/png": 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",
+            "text/plain": [
+              "<Figure size 576x576 with 1 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        }
+      ],
+      "source": [
+        "fig = plt.figure(figsize=(8,8))\n",
+        "plt.axis(\"off\")\n",
+        "ims = [[plt.imshow(np.transpose(i,(1,2,0)), animated=True)] for i in img_list]\n",
+        "ani = animation.ArtistAnimation(fig, ims, interval=1000, repeat_delay=1000, blit=True)\n",
+        "\n",
+        "HTML(ani.to_jshtml())"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 427
+        },
+        "id": "U1Wy_7XoUrly",
+        "outputId": "21b944af-f374-4b90-bd90-71552708ec77"
+      },
+      "outputs": [
+        {
+          "data": {
+            "image/png": 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",
+            "text/plain": [
+              "<Figure size 1080x1080 with 2 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        }
+      ],
+      "source": [
+        "# Grab a batch of real images from the dataloader\n",
+        "real_batch = next(iter(dataloader))\n",
+        "\n",
+        "# Plot the real images\n",
+        "plt.figure(figsize=(15,15))\n",
+        "plt.subplot(1,2,1)\n",
+        "plt.axis(\"off\")\n",
+        "plt.title(\"Real Images\")\n",
+        "plt.imshow(np.transpose(vutils.make_grid(real_batch[0].to(device)[:64], padding=5, normalize=True).cpu(),(1,2,0)))\n",
+        "\n",
+        "# Plot the fake images from the last epoch\n",
+        "plt.subplot(1,2,2)\n",
+        "plt.axis(\"off\")\n",
+        "plt.title(\"Fake Images\")\n",
+        "plt.imshow(np.transpose(img_list[-1],(1,2,0)))\n",
+        "plt.show()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "5fbSgsrE1GqC"
+      },
+      "source": [
+        "# Part2: Conditional GAN (cGAN)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "7SjXNoT7BUey"
+      },
+      "source": [
+        "Let's take the example of the set described in the next picture.\n",
+        "![Map to satellite picture](https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/map_streetview.png)\n",
+        "\n",
+        "We have a picture of a map (from Google Maps) and we want to create an image of what the satellite view may look like.\n",
+        "\n",
+        "As we are not only trying to generate a random picture but a mapping between a picture to another one, we can't use the standard GAN architecture. We will then use a cGAN.\n",
+        "\n",
+        "A cGAN is a supervised GAN aiming at mapping a label picture to a real one or a real picture to a label one. As you can see in the diagram below, the discriminator will take as input a pair of images and try to predict if the pair was generated or not. The generator will not only generate an image from noise but will also use an image (label or real) to generate another one (real or label).\n",
+        "![Diagram of how a cGan works](https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/cgan_map.png)\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "0JRaeHfzl6cO"
+      },
+      "source": [
+        "### Generator\n",
+        "\n",
+        "In the cGAN architecture, the generator chosen is a U-Net.\n",
+        "![U-Net](https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/unet.png)\n",
+        "\n",
+        "A U-Net takes as input an image, and outputs another image. \n",
+        "\n",
+        "It can be divided into 2 subparts : an encoder and a decoder. \n",
+        "* The encoder takes the input image and reduces its dimension to encode the main features into a vector. \n",
+        "* The decoder takes this vector and map the features stored into an image.\n",
+        "\n",
+        "A U-Net architecture is different from a classic encoder-decoder in that every layer of the decoder takes as input the previous decoded output as well as the output vector from the encoder layers of the same level. It allows the decoder to map low frequencies information encoded during the descent as well as high frequencies from the original picture. \n",
+        "\n",
+        "![U-Net](https://www.researchgate.net/profile/Baris_Turkbey/publication/315514772/figure/fig2/AS:485824962797569@1492841105670/U-net-architecture-Each-box-corresponds-to-a-multi-channel-features-maps-The-number-of.png)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "xFqMOsoYwzFe"
+      },
+      "source": [
+        "The architecture we will implement is the following (the number in the square is the number of filters used).\n",
+        "![UNet Architecture](https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/unet_architecture.png)\n",
+        "\n",
+        "The encoder will take as input a colored picture (3 channels: RGB), it will pass through a series of convolution layers to encode the features of the picture. It will then be decoded by the decoder using transposed convolutional layers. These layers will take as input the previous decoded vector AND the encoded features of the same level. "
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "yzy7y4hmbbX3"
+      },
+      "source": [
+        "Now, let's create or cGAN to generate facades from a template image. For this purpose, we will use the \"Facade\" dataset available at http://cmp.felk.cvut.cz/~tylecr1/facade/.\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Q_jf9H_NDESm"
+      },
+      "source": [
+        "Let's first create a few classes describing the layers we will use in the U-Net."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "uOKvYDyu0w8N"
+      },
+      "outputs": [],
+      "source": [
+        "# Importing all the libraries needed\n",
+        "import matplotlib.pyplot as plt\n",
+        "import imageio\n",
+        "import glob\n",
+        "import random\n",
+        "import os\n",
+        "import numpy as np\n",
+        "import math\n",
+        "import itertools\n",
+        "import time\n",
+        "import datetime\n",
+        "import cv2\n",
+        "from pathlib import Path\n",
+        "from PIL import Image\n",
+        "\n",
+        "from torch.utils.data import Dataset, DataLoader\n",
+        "import torchvision.transforms as transforms\n",
+        "from torchvision.utils import save_image, make_grid\n",
+        "from torchvision import datasets\n",
+        "from torch.autograd import Variable\n",
+        "\n",
+        "import torch.nn as nn\n",
+        "import torch.nn.functional as F\n",
+        "import torch"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Zk5a6B5hILN2"
+      },
+      "outputs": [],
+      "source": [
+        "# code adapted from https://github.com/milesial/Pytorch-UNet/blob/master/unet/unet_parts.py\n",
+        "\n",
+        "# Input layer\n",
+        "class inconv(nn.Module):\n",
+        "    def __init__(self, in_ch, out_ch):\n",
+        "        super(inconv, self).__init__()\n",
+        "        self.conv = nn.Sequential(\n",
+        "            nn.Conv2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
+        "            nn.LeakyReLU(negative_slope=0.2, inplace=True)\n",
+        "        )\n",
+        "\n",
+        "    def forward(self, x):\n",
+        "        x = self.conv(x)\n",
+        "        return x\n",
+        "\n",
+        "# Encoder layer\n",
+        "class down(nn.Module):\n",
+        "    def __init__(self, in_ch, out_ch):\n",
+        "        super(down, self).__init__()\n",
+        "        self.conv = nn.Sequential(\n",
+        "            nn.Conv2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
+        "            nn.BatchNorm2d(out_ch),\n",
+        "            nn.LeakyReLU(negative_slope=0.2, inplace=True)\n",
+        "        )\n",
+        "\n",
+        "    def forward(self, x):\n",
+        "        x = self.conv(x)\n",
+        "        return x\n",
+        "\n",
+        "# Decoder layer\n",
+        "class up(nn.Module):\n",
+        "    def __init__(self, in_ch, out_ch, dropout=False):\n",
+        "        super(up, self).__init__()\n",
+        "        if dropout :\n",
+        "            self.conv = nn.Sequential(\n",
+        "                nn.ConvTranspose2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
+        "                nn.BatchNorm2d(out_ch),\n",
+        "                nn.Dropout(0.5, inplace=True),\n",
+        "                nn.ReLU(inplace=True)\n",
+        "            )\n",
+        "        else:\n",
+        "            self.conv = nn.Sequential(\n",
+        "                nn.ConvTranspose2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
+        "                nn.BatchNorm2d(out_ch),\n",
+        "                nn.ReLU(inplace=True)\n",
+        "            )\n",
+        "\n",
+        "    def forward(self, x1, x2):\n",
+        "        x1 = self.conv(x1)\n",
+        "        x = torch.cat([x1, x2], dim=1)\n",
+        "        return x\n",
+        "\n",
+        "# Output layer\n",
+        "class outconv(nn.Module):\n",
+        "    def __init__(self, in_ch, out_ch):\n",
+        "        super(outconv, self).__init__()\n",
+        "        self.conv = nn.Sequential(\n",
+        "              nn.ConvTranspose2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
+        "              nn.Tanh()\n",
+        "        )\n",
+        "\n",
+        "    def forward(self, x):\n",
+        "        x = self.conv(x)\n",
+        "        return x"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "1rZ5Qz1mBUe8"
+      },
+      "source": [
+        "Now let's create the U-Net using the helper classes defined previously."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "4Tbp_535EVPW"
+      },
+      "outputs": [],
+      "source": [
+        " class U_Net(nn.Module):\n",
+        "    ''' \n",
+        "    Ck denotes a Convolution-BatchNorm-ReLU layer with k filters.\n",
+        "    CDk denotes a Convolution-BatchNorm-Dropout-ReLU layer with a dropout rate of 50%\n",
+        "    Encoder:\n",
+        "      C64   - C128   - C256   - C512  - C512  - C512 - C512 - C512\n",
+        "    Decoder:\n",
+        "      CD512 - CD1024 - CD1024 - C1024 - C1024 - C512 - C256 - C128\n",
+        "    '''\n",
+        "    def __init__(self, n_channels, n_classes):\n",
+        "        super(U_Net, self).__init__()\n",
+        "        # Encoder\n",
+        "        self.inc = inconv(n_channels, 64) # 64 filters\n",
+        "        # TO DO :\n",
+        "        # Create the 7 encoder layers called \"down1\" to \"down7\" following this sequence\n",
+        "        # C64   - C128   - C256   - C512  - C512  - C512 - C512 - C512\n",
+        "        # The first one has already been implemented\n",
+        "        self.down1 = down(64, 128)\n",
+        "        self.down2 = down(128, 256)\n",
+        "        self.down3 = down(256, 512)\n",
+        "        self.down4 = down(512, 512)\n",
+        "        self.down5 = down(512, 512)\n",
+        "        self.down6 = down(512, 512)\n",
+        "        self.down7 = down(512, 512)\n",
+        "        \n",
+        "        \n",
+        "        # Decoder\n",
+        "        # TO DO :\n",
+        "        # Create the 7 decoder layers called up1 to up7 following this sequence :\n",
+        "        # CD512 - CD1024 - CD1024 - C1024 - C1024 - C512 - C256 - C128\n",
+        "        # The last layer has already been defined\n",
+        "        \"\"\"\n",
+        "        self.up7=nn.Conv2d(512, 1024, 3)\n",
+        "        self.up6=nn.Conv2d(1024, 1024, 3)\n",
+        "        self.up5=nn.Conv2d(1024, 1024, 3)\n",
+        "        self.up4=nn.Conv2d(1024, 1024, 3)\n",
+        "        self.up3=nn.Conv2d(1024, 512, 3)\n",
+        "        self.up2=nn.Conv2d(512, 256, 3)\n",
+        "        self.up1=nn.Conv2d(256, 128, 3)\n",
+        "        \"\"\"\n",
+        "        self.up7=up(512, 512, dropout=True)\n",
+        "        self.up6=up(1024, 512, dropout=True)\n",
+        "        self.up5=up(1024, 512, dropout=True)\n",
+        "        self.up4=up(1024, 512, dropout=True)\n",
+        "        self.up3=up(1024, 256, dropout=True)\n",
+        "        self.up2=up(512, 128, dropout=True)\n",
+        "        self.up1=up(256, 64, dropout=True)\n",
+        "        \n",
+        "        self.outc = outconv(128, n_classes) # 128 filters\n",
+        "\n",
+        "        self.dropout = nn.Dropout(p=0.5,inplace=False)\n",
+        "\n",
+        "\n",
+        "    def forward(self, x):\n",
+        "        x1 = self.inc(x)\n",
+        "        x2 = self.down1(x1)\n",
+        "        x3 = self.down2(x2)\n",
+        "        x4 = self.down3(x3)\n",
+        "        x5 = self.down4(x4)\n",
+        "        x6 = self.down5(x5)\n",
+        "        x7 = self.down6(x6)\n",
+        "        x8 = self.down7(x7)\n",
+        "        # At this stage x8 is our encoded vector, we will now decode it\n",
+        "        x = self.up7(x8, x7)\n",
+        "        x = self.up6(x, x6)\n",
+        "        x = self.up5(x, x5)\n",
+        "        x = self.up4(x, x4)\n",
+        "        x = self.up3(x, x3)\n",
+        "        x = self.up2(x, x2)\n",
+        "        x = self.up1(x, x1)\n",
+        "        x = self.outc(x)\n",
+        "        return x"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "1hmcejTWJSYY",
+        "outputId": "b01452ec-8526-49c7-b3a4-afc8fe844774"
+      },
+      "outputs": [
+        {
+          "data": {
+            "text/plain": [
+              "U_Net(\n",
+              "  (inc): inconv(\n",
+              "    (conv): Sequential(\n",
+              "      (0): Conv2d(3, 64, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (down1): down(\n",
+              "    (conv): Sequential(\n",
+              "      (0): Conv2d(64, 128, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (down2): down(\n",
+              "    (conv): Sequential(\n",
+              "      (0): Conv2d(128, 256, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (down3): down(\n",
+              "    (conv): Sequential(\n",
+              "      (0): Conv2d(256, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (down4): down(\n",
+              "    (conv): Sequential(\n",
+              "      (0): Conv2d(512, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (down5): down(\n",
+              "    (conv): Sequential(\n",
+              "      (0): Conv2d(512, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (down6): down(\n",
+              "    (conv): Sequential(\n",
+              "      (0): Conv2d(512, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (down7): down(\n",
+              "    (conv): Sequential(\n",
+              "      (0): Conv2d(512, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (up7): up(\n",
+              "    (conv): Sequential(\n",
+              "      (0): ConvTranspose2d(512, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): Dropout(p=0.5, inplace=True)\n",
+              "      (3): ReLU(inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (up6): up(\n",
+              "    (conv): Sequential(\n",
+              "      (0): ConvTranspose2d(1024, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): Dropout(p=0.5, inplace=True)\n",
+              "      (3): ReLU(inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (up5): up(\n",
+              "    (conv): Sequential(\n",
+              "      (0): ConvTranspose2d(1024, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): Dropout(p=0.5, inplace=True)\n",
+              "      (3): ReLU(inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (up4): up(\n",
+              "    (conv): Sequential(\n",
+              "      (0): ConvTranspose2d(1024, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): Dropout(p=0.5, inplace=True)\n",
+              "      (3): ReLU(inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (up3): up(\n",
+              "    (conv): Sequential(\n",
+              "      (0): ConvTranspose2d(1024, 256, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): Dropout(p=0.5, inplace=True)\n",
+              "      (3): ReLU(inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (up2): up(\n",
+              "    (conv): Sequential(\n",
+              "      (0): ConvTranspose2d(512, 128, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): Dropout(p=0.5, inplace=True)\n",
+              "      (3): ReLU(inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (up1): up(\n",
+              "    (conv): Sequential(\n",
+              "      (0): ConvTranspose2d(256, 64, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): Dropout(p=0.5, inplace=True)\n",
+              "      (3): ReLU(inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (outc): outconv(\n",
+              "    (conv): Sequential(\n",
+              "      (0): ConvTranspose2d(128, 3, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): Tanh()\n",
+              "    )\n",
+              "  )\n",
+              "  (dropout): Dropout(p=0.5, inplace=False)\n",
+              ")"
+            ]
+          },
+          "execution_count": 5,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ],
+      "source": [
+        "# We take images that have 3 channels (RGB) as input and output an image that also have 3 channels (RGB)\n",
+        "generator=U_Net(3,3)\n",
+        "# Check that the architecture is as expected\n",
+        "generator"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "xIXFtHzcBUfO"
+      },
+      "source": [
+        "You should now have a working U-Net."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "RqD1katYBUfP"
+      },
+      "source": [
+        "<font color='red'>**Question 1**</font>                                                                  \n",
+        "Knowing the input and output images will be 256x256, what will be the dimension of the encoded vector x8  ?\n",
+        "\n",
+        "<font color='red'>**Question 2**</font>                                                                  \n",
+        "As you can see, U-net has an encoder-decoder architecture with skip connections. Explain why it works better than a traditional encoder-decoder."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "cchTp3thBUfR"
+      },
+      "source": [
+        "### Discriminator\n",
+        "\n",
+        "In the cGAN architecture, the chosen discriminator is a Patch GAN. It is a convolutional discriminator which enables to produce a map of the input pictures where each pixel represents a patch of size NxN of the input.\n",
+        "\n",
+        "![patch GAN](https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/patchGAN.png)\n",
+        "\n",
+        "The size N is given by the depth of the net. According to this table :\n",
+        "\n",
+        "| Number of layers | N |\n",
+        "| ---- | ---- |\n",
+        "| 1 | 16 |\n",
+        "| 2 | 34 |\n",
+        "| 3 | 70 |\n",
+        "| 4 | 142 |\n",
+        "| 5 | 286 |\n",
+        "| 6 | 574 |\n",
+        "\n",
+        "The number of layers actually means the number of layers with `kernel=(4,4)`, `padding=(1,1)` and `stride=(2,2)`. These layers are followed by 2 layers with `kernel=(4,4)`, `padding=(1,1)` and `stride=(1,1)`.\n",
+        "In our case we are going to create a 70x70 PatchGAN."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ge6I7M0aBUfT"
+      },
+      "source": [
+        "Let's first create a few helping classes."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "RYqomFO8BUfV"
+      },
+      "outputs": [],
+      "source": [
+        "class conv_block(nn.Module):\n",
+        "    def __init__(self, in_ch, out_ch, use_batchnorm=True, stride=2):\n",
+        "        super(conv_block, self).__init__()\n",
+        "        if use_batchnorm:\n",
+        "            self.conv = nn.Sequential(\n",
+        "                nn.Conv2d(in_ch, out_ch, kernel_size=4, padding=1, stride=stride),\n",
+        "                nn.BatchNorm2d(out_ch),\n",
+        "                nn.LeakyReLU(negative_slope=0.2, inplace=True)\n",
+        "            )\n",
+        "        else:\n",
+        "            self.conv = nn.Sequential(\n",
+        "                nn.Conv2d(in_ch, out_ch, kernel_size=4, padding=1, stride=stride),\n",
+        "                nn.LeakyReLU(negative_slope=0.2, inplace=True)\n",
+        "            )\n",
+        "\n",
+        "    def forward(self, x):\n",
+        "        x = self.conv(x)\n",
+        "        return x\n",
+        "    \n",
+        "\n",
+        "class out_block(nn.Module):\n",
+        "    def __init__(self, in_ch, out_ch):\n",
+        "        super(out_block, self).__init__()\n",
+        "        self.conv = nn.Sequential(\n",
+        "            nn.Conv2d(in_ch, 1, kernel_size=4, padding=1, stride=1),\n",
+        "            nn.Sigmoid()\n",
+        "        )\n",
+        "\n",
+        "    def forward(self, x):\n",
+        "        x = self.conv(x)\n",
+        "        return x"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "5m4Dnup4BUfc"
+      },
+      "source": [
+        "Now let's create the Patch GAN discriminator.\n",
+        "As we want a 70x70 Patch GAN, the architecture will be as follows :\n",
+        "```\n",
+        "1. C64  - K4, P1, S2\n",
+        "2. C128 - K4, P1, S2\n",
+        "3. C256 - K4, P1, S2\n",
+        "4. C512 - K4, P1, S1\n",
+        "5. C1   - K4, P1, S1 (output)\n",
+        "```\n",
+        "Where Ck denotes a convolution block with k filters, Kk a kernel of size k, Pk is the padding size and Sk the stride applied.\n",
+        "*Note :* For the first layer, we do not use batchnorm."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "AH6u5a-PBUfg"
+      },
+      "source": [
+        "<font color='red'>**Question 3**</font>                                                                  \n",
+        "Knowing the input and output images will be 256x256, what will be the dimension of the encoded vector x8  ?Knowing input images will be 256x256 with 3 channels each, how many parameters are there to learn ?"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "g_9LxNhGBUfi"
+      },
+      "outputs": [],
+      "source": [
+        "class PatchGAN(nn.Module):\n",
+        "    def __init__(self, n_channels, n_classes):\n",
+        "        super(PatchGAN, self).__init__()\n",
+        "        # TODO :\n",
+        "        # create the 4 first layers named conv1 to conv4\n",
+        "        self.conv1 = conv_block(6,64) \n",
+        "        self.conv2 = conv_block(64,128)\n",
+        "        self.conv3 = conv_block(128,256)\n",
+        "        self.conv4 = conv_block(256,512)\n",
+        "        # output layer\n",
+        "        self.out = out_block(512, n_classes)\n",
+        "        \n",
+        "    def forward(self, x1, x2):\n",
+        "        x = torch.cat([x2, x1], dim=1)\n",
+        "        x = self.conv1(x)\n",
+        "        x = self.conv2(x)\n",
+        "        x = self.conv3(x)\n",
+        "        x = self.conv4(x)\n",
+        "        x = self.out(x)\n",
+        "        return x"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "W_sevZRnBUfn",
+        "outputId": "2449dd36-85e3-494c-c083-91fcccbce7f7"
+      },
+      "outputs": [
+        {
+          "data": {
+            "text/plain": [
+              "PatchGAN(\n",
+              "  (conv1): conv_block(\n",
+              "    (conv): Sequential(\n",
+              "      (0): Conv2d(6, 64, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (conv2): conv_block(\n",
+              "    (conv): Sequential(\n",
+              "      (0): Conv2d(64, 128, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (conv3): conv_block(\n",
+              "    (conv): Sequential(\n",
+              "      (0): Conv2d(128, 256, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (conv4): conv_block(\n",
+              "    (conv): Sequential(\n",
+              "      (0): Conv2d(256, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+              "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+              "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+              "    )\n",
+              "  )\n",
+              "  (out): out_block(\n",
+              "    (conv): Sequential(\n",
+              "      (0): Conv2d(512, 1, kernel_size=(4, 4), stride=(1, 1), padding=(1, 1))\n",
+              "      (1): Sigmoid()\n",
+              "    )\n",
+              "  )\n",
+              ")"
+            ]
+          },
+          "execution_count": 8,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ],
+      "source": [
+        "# We have 6 input channels as we concatenate 2 images (with 3 channels each)\n",
+        "discriminator = PatchGAN(6,1)\n",
+        "discriminator"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "v_QubOycBUfv"
+      },
+      "source": [
+        "You should now have a working discriminator."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "DiI2CByRBUfz"
+      },
+      "source": [
+        "### Loss functions\n",
+        "\n",
+        "As we have seen in the choice of the various architectures for this GAN, the issue is to map both low and high frequencies.\n",
+        "To tackle this problem, this GAN rely on the architecture to map the high frequencies (U-Net + PatchGAN) and the loss function to learn low frequencies features. The global loss function will indeed be made of 2 parts :\n",
+        "* the first part to map hight frequencies, will try to optimize the mean squared error of the GAN.\n",
+        "* the second part to map low frequencies, will minimize the $\\mathcal{L}_1$ norm of the generated picture.\n",
+        "\n",
+        "So the loss can be defined as $$ G^* = arg\\ \\underset{G}{min}\\ \\underset{D}{max}\\ \\mathcal{L}_{cGAN}(G,D) + \\lambda \\mathcal{L}_1(G)$$"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "k4G_xewPBUf4"
+      },
+      "outputs": [],
+      "source": [
+        "# Loss functions\n",
+        "criterion_GAN = torch.nn.MSELoss()\n",
+        "criterion_pixelwise = torch.nn.L1Loss()\n",
+        "\n",
+        "# Loss weight of L1 pixel-wise loss between translated image and real image\n",
+        "lambda_pixel = 100"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "c12q2NwkBUf7"
+      },
+      "source": [
+        "### Training and evaluating models "
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "vGKjO0UMBUf9"
+      },
+      "outputs": [],
+      "source": [
+        "# parameters\n",
+        "epoch = 0 #  epoch to start training from\n",
+        "n_epoch = 200  #  number of epochs of training\n",
+        "batch_size =10  #  size of the batches\n",
+        "lr = 0.0002 #  adam: learning rate\n",
+        "b1 =0.5  #  adam: decay of first order momentum of gradient\n",
+        "b2 = 0.999  # adam: decay of first order momentum of gradient\n",
+        "decay_epoch = 100  # epoch from which to start lr decay\n",
+        "img_height = 256  # size of image height\n",
+        "img_width = 256  # size of image width\n",
+        "channels = 3  # number of image channels\n",
+        "sample_interval = 500 # interval between sampling of images from generators\n",
+        "checkpoint_interval = -1 # interval between model checkpoints\n",
+        "cuda = True if torch.cuda.is_available() else False # do you have cuda ?"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "PhPkU7BDYooV"
+      },
+      "source": [
+        "Download the dataset. \n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "8wyPjAxPYsNF",
+        "outputId": "ccef51c8-5cd9-4d30-d1bb-8096d6d53421"
+      },
+      "outputs": [
+        {
+          "name": "stderr",
+          "output_type": "stream",
+          "text": [
+            "CMP_facade_DB_base.zip: 34.8MB [00:07, 5.09MB/s]                            \n",
+            "CMP_facade_DB_extended.zip: 19.4MB [00:05, 3.71MB/s]                            \n"
+          ]
+        }
+      ],
+      "source": [
+        "import urllib.request\n",
+        "from tqdm import tqdm\n",
+        "import os\n",
+        "import zipfile\n",
+        "\n",
+        "def download_hook(t):\n",
+        "    \"\"\"Wraps tqdm instance.\n",
+        "    Don't forget to close() or __exit__()\n",
+        "    the tqdm instance once you're done with it (easiest using `with` syntax).\n",
+        "    Example\n",
+        "    -------\n",
+        "    >>> with tqdm(...) as t:\n",
+        "    ...     reporthook = my_hook(t)\n",
+        "    ...     urllib.request.urlretrieve(..., reporthook=reporthook)\n",
+        "    \"\"\"\n",
+        "    last_b = [0]\n",
+        "\n",
+        "    def update_to(b=1, bsize=1, tsize=None):\n",
+        "        \"\"\"\n",
+        "        b  : int, optional\n",
+        "            Number of blocks transferred so far [default: 1].\n",
+        "        bsize  : int, optional\n",
+        "            Size of each block (in tqdm units) [default: 1].\n",
+        "        tsize  : int, optional\n",
+        "            Total size (in tqdm units). If [default: None] remains unchanged.\n",
+        "        \"\"\"\n",
+        "        if tsize is not None:\n",
+        "            t.total = tsize\n",
+        "        t.update((b - last_b[0]) * bsize)\n",
+        "        last_b[0] = b\n",
+        "\n",
+        "    return update_to\n",
+        "\n",
+        "def download(url, save_dir):\n",
+        "    filename = url.split('/')[-1]\n",
+        "    with tqdm(unit = 'B', unit_scale = True, unit_divisor = 1024, miniters = 1, desc = filename) as t:\n",
+        "        urllib.request.urlretrieve(url, filename = os.path.join(save_dir, filename), reporthook = download_hook(t), data = None)\n",
+        "\n",
+        "if __name__ == '__main__':\n",
+        "    # Download ground truth\n",
+        "    if not os.path.exists(\"CMP_facade_DB_base.zip\"):\n",
+        "        download(\"http://cmp.felk.cvut.cz/~tylecr1/facade/CMP_facade_DB_base.zip\", \"./\")\n",
+        "    # Extract in the correct folder\n",
+        "    with zipfile.ZipFile(\"CMP_facade_DB_base.zip\", 'r') as zip_ref:\n",
+        "        zip_ref.extractall(\"./facades\")\n",
+        "        os.rename(\"./facades/base\", \"./facades/train\")\n",
+        "\n",
+        "    # Download ground truth\n",
+        "    if not os.path.exists(\"CMP_facade_DB_extended.zip\"):\n",
+        "        download(\"http://cmp.felk.cvut.cz/~tylecr1/facade/CMP_facade_DB_extended.zip\", \"./\")\n",
+        "    # Extract in the correct folder\n",
+        "    with zipfile.ZipFile(\"CMP_facade_DB_extended.zip\", 'r') as zip_ref:\n",
+        "        zip_ref.extractall(\"./facades\")\n",
+        "        os.rename(\"./facades/extended\", \"./facades/val\")\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "6DHT9c0_BUgA"
+      },
+      "source": [
+        "Configure the dataloader"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "rxi_QIpgBUgB",
+        "outputId": "3bb2d100-51a3-4bef-da63-a89658dc9db6"
+      },
+      "outputs": [
+        {
+          "name": "stderr",
+          "output_type": "stream",
+          "text": [
+            "/usr/local/lib/python3.9/dist-packages/torchvision/transforms/transforms.py:329: UserWarning: Argument 'interpolation' of type int is deprecated since 0.13 and will be removed in 0.15. Please use InterpolationMode enum.\n",
+            "  warnings.warn(\n"
+          ]
+        }
+      ],
+      "source": [
+        "class ImageDataset(Dataset):\n",
+        "    def __init__(self, root, transforms_=None, mode='train'):\n",
+        "        self.transform = transforms.Compose(transforms_)\n",
+        "\n",
+        "        self.files_img = sorted(glob.glob(os.path.join(root, mode) + '/*.jpg'))\n",
+        "        if mode == 'val':\n",
+        "            self.files_img.extend(\n",
+        "                sorted(glob.glob(os.path.join(root, 'val') + '/*.jpg')))\n",
+        "\n",
+        "        self.files_mask = sorted(glob.glob(os.path.join(root, mode) + '/*.png'))\n",
+        "        if mode == 'val':\n",
+        "            self.files_mask.extend(\n",
+        "                sorted(glob.glob(os.path.join(root, 'val') + '/*.png')))\n",
+        "            \n",
+        "        assert len(self.files_img) == len(self.files_mask)\n",
+        "\n",
+        "    def __getitem__(self, index):\n",
+        "\n",
+        "        img = Image.open(self.files_img[index % len(self.files_img)])\n",
+        "        mask = Image.open(self.files_mask[index % len(self.files_img)])\n",
+        "        mask = mask.convert('RGB')\n",
+        "\n",
+        "        img = self.transform(img)\n",
+        "        mask = self.transform(mask)\n",
+        "\n",
+        "        return img, mask\n",
+        "\n",
+        "    def __len__(self):\n",
+        "        return len(self.files_img)\n",
+        "    \n",
+        "# Configure dataloaders\n",
+        "transforms_ = [transforms.Resize((img_height, img_width), Image.BICUBIC),\n",
+        "               transforms.ToTensor()]  # transforms.Normalize((0.5,0.5,0.5), (0.5,0.5,0.5))\n",
+        "\n",
+        "dataloader = DataLoader(ImageDataset(\"facades\", transforms_=transforms_),\n",
+        "                        batch_size=16, shuffle=True)\n",
+        "\n",
+        "val_dataloader = DataLoader(ImageDataset(\"facades\", transforms_=transforms_, mode='val'),\n",
+        "                            batch_size=8, shuffle=False)\n",
+        "\n",
+        "# Tensor type\n",
+        "Tensor = torch.cuda.FloatTensor if cuda else torch.FloatTensor"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Okb3LU76BUgG"
+      },
+      "source": [
+        "Check the loading works and a few helper functions"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "xuxq4TZRBUgJ"
+      },
+      "outputs": [],
+      "source": [
+        "def plot2x2Array(image, mask):\n",
+        "    f, axarr = plt.subplots(1, 2)\n",
+        "    axarr[0].imshow(image)\n",
+        "    axarr[1].imshow(mask)\n",
+        "\n",
+        "    axarr[0].set_title('Image')\n",
+        "    axarr[1].set_title('Mask')\n",
+        "\n",
+        "\n",
+        "def reverse_transform(image):\n",
+        "    image = image.numpy().transpose((1, 2, 0))\n",
+        "    image = np.clip(image, 0, 1)\n",
+        "    image = (image * 255).astype(np.uint8)\n",
+        "\n",
+        "    return image\n",
+        "\n",
+        "def plot2x3Array(image, mask,predict):\n",
+        "    f, axarr = plt.subplots(1,3,figsize=(15,15))\n",
+        "    axarr[0].imshow(image)\n",
+        "    axarr[1].imshow(mask)\n",
+        "    axarr[2].imshow(predict)\n",
+        "    axarr[0].set_title('input')\n",
+        "    axarr[1].set_title('real')\n",
+        "    axarr[2].set_title('fake')"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 216
+        },
+        "id": "m2NxLrQEBUgM",
+        "outputId": "e5f3f444-f094-407c-e00b-ddea766ab0e9"
+      },
+      "outputs": [
+        {
+          "data": {
+            "image/png": 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",
+            "text/plain": [
+              "<Figure size 432x288 with 2 Axes>"
+            ]
+          },
+          "metadata": {
+            "needs_background": "light"
+          },
+          "output_type": "display_data"
+        }
+      ],
+      "source": [
+        "image, mask = next(iter(dataloader))\n",
+        "image = reverse_transform(image[0])\n",
+        "mask = reverse_transform(mask[0])\n",
+        "plot2x2Array(image, mask)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "zAvaxAbxBUgQ"
+      },
+      "source": [
+        "Initialize our GAN"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "dVgF3qfDBUgR"
+      },
+      "outputs": [],
+      "source": [
+        "# Calculate output of image discriminator (PatchGAN)\n",
+        "patch = (1, img_height//2**3-2, img_width//2**3-2)\n",
+        "\n",
+        "if cuda:\n",
+        "    generator = generator.cuda()\n",
+        "    discriminator = discriminator.cuda()\n",
+        "    criterion_GAN.cuda()\n",
+        "    criterion_pixelwise.cuda()\n",
+        "    \n",
+        "# Optimizers\n",
+        "optimizer_G = torch.optim.Adam(generator.parameters(), lr=lr, betas=(b1, b2))\n",
+        "optimizer_D = torch.optim.Adam(discriminator.parameters(), lr=lr, betas=(b1, b2))"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "rN3cbiWaBUgf"
+      },
+      "source": [
+        "Start training"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "msmQQUX-BUgh"
+      },
+      "outputs": [],
+      "source": [
+        "def save_model(epoch):\n",
+        "    # save your work\n",
+        "    torch.save({\n",
+        "                'epoch': epoch,\n",
+        "                'model_state_dict': generator.state_dict(),\n",
+        "                'optimizer_state_dict': optimizer_G.state_dict(),\n",
+        "                'loss': loss_G,\n",
+        "                }, 'generator_'+str(epoch)+'.pth')\n",
+        "    torch.save({\n",
+        "                'epoch': epoch,\n",
+        "                'model_state_dict': discriminator.state_dict(),\n",
+        "                'optimizer_state_dict': optimizer_D.state_dict(),\n",
+        "                'loss': loss_D,\n",
+        "                }, 'discriminator_'+str(epoch)+'.pth')\n",
+        "    \n",
+        "def weights_init_normal(m):\n",
+        "  classname = m.__class__.__name__\n",
+        "  if classname.find('Conv') != -1:\n",
+        "      torch.nn.init.normal_(m.weight.data, 0.0, 0.02)\n",
+        "  elif classname.find('BatchNorm2d') != -1:\n",
+        "      torch.nn.init.normal_(m.weight.data, 1.0, 0.02)\n",
+        "      torch.nn.init.constant_(m.bias.data, 0.0)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "6UXrZLLNBUgq"
+      },
+      "source": [
+        "<font color='red'>Complete the loss function </font>  in the following training code and train your network:  "
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 397
+        },
+        "id": "7NUuGcQ0SiJw",
+        "outputId": "817b89ec-e5b0-4946-b1f8-bb73337b18ae"
+      },
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "torch.Size([16, 3, 256, 256])\n"
+          ]
+        },
+        {
+          "ename": "RuntimeError",
+          "evalue": "ignored",
+          "output_type": "error",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mRuntimeError\u001b[0m                              Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-22-d4bedf9c6551>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     44\u001b[0m         \u001b[0;31m#loss_fake = criterion_GAN(pred_fake,fake)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     45\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 46\u001b[0;31m         \u001b[0mGAN_loss\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcriterion_GAN\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred_fake\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mvalid\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     47\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     48\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+            "\u001b[0;32m/usr/local/lib/python3.9/dist-packages/torch/nn/modules/module.py\u001b[0m in \u001b[0;36m_call_impl\u001b[0;34m(self, *input, **kwargs)\u001b[0m\n\u001b[1;32m   1192\u001b[0m         if not (self._backward_hooks or self._forward_hooks or self._forward_pre_hooks or _global_backward_hooks\n\u001b[1;32m   1193\u001b[0m                 or _global_forward_hooks or _global_forward_pre_hooks):\n\u001b[0;32m-> 1194\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mforward_call\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1195\u001b[0m         \u001b[0;31m# Do not call functions when jit is used\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1196\u001b[0m         \u001b[0mfull_backward_hooks\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnon_full_backward_hooks\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+            "\u001b[0;32m/usr/local/lib/python3.9/dist-packages/torch/nn/modules/loss.py\u001b[0m in \u001b[0;36mforward\u001b[0;34m(self, input, target)\u001b[0m\n\u001b[1;32m    534\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    535\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mforward\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minput\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mTensor\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtarget\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mTensor\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mTensor\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 536\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mF\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmse_loss\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtarget\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mreduction\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreduction\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    537\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    538\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+            "\u001b[0;32m/usr/local/lib/python3.9/dist-packages/torch/nn/functional.py\u001b[0m in \u001b[0;36mmse_loss\u001b[0;34m(input, target, size_average, reduce, reduction)\u001b[0m\n\u001b[1;32m   3289\u001b[0m         \u001b[0mreduction\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_Reduction\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlegacy_get_string\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msize_average\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mreduce\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3290\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 3291\u001b[0;31m     \u001b[0mexpanded_input\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mexpanded_target\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtorch\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbroadcast_tensors\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtarget\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   3292\u001b[0m     \u001b[0;32mreturn\u001b[0m \u001b[0mtorch\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_C\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_nn\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmse_loss\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexpanded_input\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mexpanded_target\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_Reduction\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_enum\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mreduction\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3293\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+            "\u001b[0;32m/usr/local/lib/python3.9/dist-packages/torch/functional.py\u001b[0m in \u001b[0;36mbroadcast_tensors\u001b[0;34m(*tensors)\u001b[0m\n\u001b[1;32m     72\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mhas_torch_function\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtensors\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     73\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mhandle_torch_function\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbroadcast_tensors\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtensors\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0mtensors\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 74\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0m_VF\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbroadcast_tensors\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtensors\u001b[0m\u001b[0;34m)\u001b[0m  \u001b[0;31m# type: ignore[attr-defined]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     75\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     76\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+            "\u001b[0;31mRuntimeError\u001b[0m: The size of tensor a (15) must match the size of tensor b (30) at non-singleton dimension 3"
+          ]
+        }
+      ],
+      "source": [
+        "# ----------\n",
+        "#  Training\n",
+        "# ----------\n",
+        "\n",
+        "losses = []\n",
+        "num_epochs = 200\n",
+        "\n",
+        "# Initialize weights\n",
+        "generator.apply(weights_init_normal)\n",
+        "discriminator.apply(weights_init_normal)\n",
+        "epoch_D = 0\n",
+        "epoch_G = 0\n",
+        "\n",
+        "# train the network\n",
+        "discriminator.train()\n",
+        "generator.train()\n",
+        "print_every = 400\n",
+        "\n",
+        "for epoch in range(epoch_G, num_epochs):\n",
+        "    for i, batch in enumerate(dataloader):\n",
+        "\n",
+        "        # Model inputs\n",
+        "        real_A = Variable(batch[0].type(Tensor)) #Image\n",
+        "        real_B = Variable(batch[1].type(Tensor)) #Mask\n",
+        "\n",
+        "        # Adversarial ground truths\n",
+        "        valid = Variable(Tensor(np.ones((real_B.size(0), *patch))), requires_grad=True)\n",
+        "        fake = Variable(Tensor(np.zeros((real_B.size(0), *patch))), requires_grad=True)\n",
+        "\n",
+        "        # ------------------\n",
+        "        #  Train Generators\n",
+        "        # ------------------\n",
+        "\n",
+        "        optimizer_G.zero_grad()\n",
+        "\n",
+        "        # GAN loss        \n",
+        "        # TO DO: Put here your GAN loss\n",
+        "        fake_A = generator(real_B)\n",
+        "\n",
+        "\n",
+        "        # Fake loss\n",
+        "        #print(fake_A.detach().shape)\n",
+        "        pred_fake = discriminator(fake_A.detach(), real_B)\n",
+        "        loss_fake = criterion_GAN(pred_fake,fake)\n",
+        "\n",
+        "        GAN_loss = criterion_GAN(pred_fake,valid)\n",
+        "\n",
+        "\n",
+        "        # Pixel-wise loss\n",
+        "        # TO DO: Put here your pixel loss\n",
+        "        \n",
+        "        Pixelwise_loss = criterion_pixelwise(fake_A,real_A)\n",
+        "\n",
+        "        # Total loss\n",
+        "        # TO DO: Put here your total loss\n",
+        "        loss_G = GAN_loss + lambda_pixel*Pixelwise_loss\n",
+        "        \n",
+        "\n",
+        "        loss_G.backward()\n",
+        "\n",
+        "        optimizer_G.step()\n",
+        "\n",
+        "        # ---------------------\n",
+        "        #  Train Discriminator\n",
+        "        # ---------------------\n",
+        "\n",
+        "        optimizer_D.zero_grad()\n",
+        "\n",
+        "        # Real loss\n",
+        "        pred_real = discriminator(real_A, real_B)\n",
+        "        loss_real = criterion_GAN(pred_real, valid)\n",
+        "\n",
+        "        # Fake loss\n",
+        "        \n",
+        "        pred_fake = discriminator(fake_A.detach(), real_B)\n",
+        "        loss_fake = criterion_GAN(pred_fake, fake)\n",
+        "\n",
+        "        # Total loss\n",
+        "        loss_D = 0.5 * (loss_real + loss_fake)\n",
+        "\n",
+        "        loss_D.backward()\n",
+        "        optimizer_D.step()\n",
+        "        \n",
+        "        # Print some loss stats\n",
+        "        if i % print_every == 0:\n",
+        "            # print discriminator and generator loss\n",
+        "            print('Epoch [{:5d}/{:5d}] | d_loss: {:6.4f} | g_loss: {:6.4f}'.format(\n",
+        "                    epoch+1, num_epochs, loss_D.item(), loss_G.item()))\n",
+        "    ## AFTER EACH EPOCH##\n",
+        "    # append discriminator loss and generator loss\n",
+        "    losses.append((loss_D.item(), loss_G.item()))\n",
+        "    if epoch % 100 == 0:\n",
+        "        print('Saving model...')\n",
+        "        save_model(epoch)\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Ed-ZbuVWBUgu"
+      },
+      "source": [
+        "Observation of the loss along the training"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "nOLW054DTLpg"
+      },
+      "outputs": [],
+      "source": [
+        "fig, ax = plt.subplots()\n",
+        "losses = np.array(losses)\n",
+        "plt.plot(losses.T[0], label='Discriminator')\n",
+        "plt.plot(losses.T[1], label='Generator')\n",
+        "plt.title(\"Training Losses\")\n",
+        "plt.legend()\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "S58kJj9HBUgV"
+      },
+      "source": [
+        "If the training takes too much time, you can use a pretrained model in the meantime, to evaluate its performance.\n",
+        "\n",
+        "It is available at : https://partage.liris.cnrs.fr/index.php/s/xwEFmxn9ANeq4zY"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "i0TC5qK3BUg4"
+      },
+      "source": [
+        "### Evaluate your cGAN"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "fYBRR6NYBUg6"
+      },
+      "outputs": [],
+      "source": [
+        "def load_model(epoch=200):\n",
+        "    if 'generator_'+str(epoch)+'.pth' in os.listdir() and 'discriminator_'+str(epoch)+'.pth' in os.listdir():\n",
+        "        if cuda:\n",
+        "            checkpoint_generator = torch.load('generator_'+str(epoch)+'.pth')\n",
+        "        else:\n",
+        "            checkpoint_generator = torch.load('generator_'+str(epoch)+'.pth', map_location='cpu')\n",
+        "        generator.load_state_dict(checkpoint_generator['model_state_dict'])\n",
+        "        optimizer_G.load_state_dict(checkpoint_generator['optimizer_state_dict'])\n",
+        "        epoch_G = checkpoint_generator['epoch']\n",
+        "        loss_G = checkpoint_generator['loss']\n",
+        "\n",
+        "        if cuda:\n",
+        "            checkpoint_discriminator = torch.load('discriminator_'+str(epoch)+'.pth')\n",
+        "        else:\n",
+        "            checkpoint_discriminator = torch.load('discriminator_'+str(epoch)+'.pth', map_location='cpu')\n",
+        "        discriminator.load_state_dict(checkpoint_discriminator['model_state_dict'])\n",
+        "        optimizer_D.load_state_dict(checkpoint_discriminator['optimizer_state_dict'])\n",
+        "        epoch_D = checkpoint_discriminator['epoch']\n",
+        "        loss_D = checkpoint_discriminator['loss']\n",
+        "    else:\n",
+        "        print('There isn\\' a training available with this number of epochs')"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "4V0DwQomBUg9"
+      },
+      "outputs": [],
+      "source": [
+        "load_model(epoch=200)\n",
+        "\n",
+        "# switching mode\n",
+        "generator.eval()"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "gyvmvkIvBUhB"
+      },
+      "outputs": [],
+      "source": [
+        "# show a sample evaluation image on the training base\n",
+        "image, mask = next(iter(dataloader))\n",
+        "output = generator(mask.type(Tensor))\n",
+        "output = output.view(16, 3, 256, 256)\n",
+        "output = output.cpu().detach()\n",
+        "for i in range(8):\n",
+        "    image_plot = reverse_transform(image[i])\n",
+        "    output_plot = reverse_transform(output[i])\n",
+        "    mask_plot = reverse_transform(mask[i])\n",
+        "    plot2x3Array(mask_plot,image_plot,output_plot)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "nqvrxBoGBUhD"
+      },
+      "outputs": [],
+      "source": [
+        "# show a sample evaluation image on the validation dataset\n",
+        "image, mask = next(iter(val_dataloader))\n",
+        "output = generator(mask.type(Tensor))\n",
+        "output = output.view(8, 3, 256, 256)\n",
+        "output = output.cpu().detach()\n",
+        "for i in range(8):\n",
+        "    image_plot = reverse_transform(image[i])\n",
+        "    output_plot = reverse_transform(output[i])\n",
+        "    mask_plot = reverse_transform(mask[i])\n",
+        "    plot2x3Array(mask_plot,image_plot,output_plot)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "qkFVjRsOBUhG"
+      },
+      "source": [
+        "<font color='red'>**Question 4**</font>                                                                  \n",
+        "Compare results for 100 and 200 epochs"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "k85Cl5_UDWyv"
+      },
+      "outputs": [],
+      "source": [
+        "# TO DO : Your code here to load and evaluate with a few samples\n",
+        "#         a model after 100 epochs\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "_GbMIfRXBUhH"
+      },
+      "outputs": [],
+      "source": [
+        "# And finally :\n",
+        "if cuda:\n",
+        "    torch.cuda.empty_cache()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "rVxSSPJgK60P"
+      },
+      "source": [
+        "# How to submit your Work ?\n",
+        "\n",
+        "This work must be done individually. The expected output is a repository named gan-cgan on https://gitlab.ec-lyon.fr. It must contain your notebook (or python files) and a README.md file that explains briefly the successive steps of the project. The last commit is due before 11:59 pm on Wednesday, March 29, 2023. Subsequent commits will not be considered."
       ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "# We can use an image folder dataset the way we have it setup.\n",
-    "# Create the dataset\n",
-    "dataset = MNIST(root='',\n",
-    "                           transform=transforms.Compose([\n",
-    "                               transforms.Resize(image_size),\n",
-    "                               transforms.CenterCrop(image_size),\n",
-    "                               transforms.ToTensor(),\n",
-    "                               transforms.Normalize((0.5), (0.5)),\n",
-    "                           ]),download=True)\n",
-    "# Create the dataloader\n",
-    "dataloader = torch.utils.data.DataLoader(dataset, batch_size=batch_size,\n",
-    "                                         shuffle=True, num_workers=workers)\n",
-    "\n",
-    "# Decide which device we want to run on\n",
-    "device = torch.device(\"cuda:0\" if (torch.cuda.is_available() and ngpu > 0) else \"cpu\")\n",
-    "\n",
-    "# Plot some training images\n",
-    "real_batch = next(iter(dataloader))\n",
-    "plt.figure(figsize=(8,8))\n",
-    "plt.axis(\"off\")\n",
-    "plt.title(\"Training Images\")\n",
-    "plt.imshow(np.transpose(vutils.make_grid(real_batch[0].to(device)[:64], padding=2, normalize=True).cpu(),(1,2,0)))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# custom weights initialization called on netG and netD\n",
-    "def weights_init(m):\n",
-    "    classname = m.__class__.__name__\n",
-    "    if classname.find('Conv') != -1:\n",
-    "        nn.init.normal_(m.weight.data, 0.0, 0.02)\n",
-    "    elif classname.find('BatchNorm') != -1:\n",
-    "        nn.init.normal_(m.weight.data, 1.0, 0.02)\n",
-    "        nn.init.constant_(m.bias.data, 0)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Generator Code\n",
-    "\n",
-    "class Generator(nn.Module):\n",
-    "    def __init__(self, ngpu):\n",
-    "        super(Generator, self).__init__()\n",
-    "        self.ngpu = ngpu\n",
-    "        self.main = nn.Sequential(\n",
-    "            # input is Z, going into a convolution\n",
-    "            nn.ConvTranspose2d( nz, ngf * 8, 4, 1, 0, bias=False),\n",
-    "            nn.BatchNorm2d(ngf * 8),\n",
-    "            nn.ReLU(True),\n",
-    "            # state size. (ngf*8) x 4 x 4\n",
-    "            nn.ConvTranspose2d(ngf * 8, ngf * 4, 4, 2, 1, bias=False),\n",
-    "            nn.BatchNorm2d(ngf * 4),\n",
-    "            nn.ReLU(True),\n",
-    "            # state size. (ngf*4) x 8 x 8\n",
-    "            nn.ConvTranspose2d( ngf * 4, ngf * 2, 4, 2, 1, bias=False),\n",
-    "            nn.BatchNorm2d(ngf * 2),\n",
-    "            nn.ReLU(True),\n",
-    "            # state size. (ngf*2) x 16 x 16\n",
-    "            nn.ConvTranspose2d( ngf * 2, ngf, 4, 2, 1, bias=False),\n",
-    "            nn.BatchNorm2d(ngf),\n",
-    "            nn.ReLU(True),\n",
-    "            # state size. (ngf) x 32 x 32\n",
-    "            nn.ConvTranspose2d( ngf, nc, 4, 2, 1, bias=False),\n",
-    "            nn.Tanh()\n",
-    "            # state size. (nc) x 64 x 64\n",
-    "        )\n",
-    "\n",
-    "    def forward(self, input):\n",
-    "        return self.main(input)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Generator(\n",
-      "  (main): Sequential(\n",
-      "    (0): ConvTranspose2d(100, 512, kernel_size=(4, 4), stride=(1, 1), bias=False)\n",
-      "    (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
-      "    (2): ReLU(inplace=True)\n",
-      "    (3): ConvTranspose2d(512, 256, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
-      "    (4): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
-      "    (5): ReLU(inplace=True)\n",
-      "    (6): ConvTranspose2d(256, 128, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
-      "    (7): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
-      "    (8): ReLU(inplace=True)\n",
-      "    (9): ConvTranspose2d(128, 64, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
-      "    (10): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
-      "    (11): ReLU(inplace=True)\n",
-      "    (12): ConvTranspose2d(64, 1, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
-      "    (13): Tanh()\n",
-      "  )\n",
-      ")\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Create the generator\n",
-    "netG = Generator(ngpu).to(device)\n",
-    "\n",
-    "# Handle multi-gpu if desired\n",
-    "if (device.type == 'cuda') and (ngpu > 1):\n",
-    "    netG = nn.DataParallel(netG, list(range(ngpu)))\n",
-    "\n",
-    "# Apply the weights_init function to randomly initialize all weights\n",
-    "#  to mean=0, stdev=0.02.\n",
-    "netG.apply(weights_init)\n",
-    "\n",
-    "# Print the model\n",
-    "print(netG)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "class Discriminator(nn.Module):\n",
-    "    def __init__(self, ngpu):\n",
-    "        super(Discriminator, self).__init__()\n",
-    "        self.ngpu = ngpu\n",
-    "        self.main = nn.Sequential(\n",
-    "            # input is (nc) x 64 x 64\n",
-    "            nn.Conv2d(nc, ndf, 4, 2, 1, bias=False),\n",
-    "            nn.LeakyReLU(0.2, inplace=True),\n",
-    "            # state size. (ndf) x 32 x 32\n",
-    "            nn.Conv2d(ndf, ndf * 2, 4, 2, 1, bias=False),\n",
-    "            nn.BatchNorm2d(ndf * 2),\n",
-    "            nn.LeakyReLU(0.2, inplace=True),\n",
-    "            # state size. (ndf*2) x 16 x 16\n",
-    "            nn.Conv2d(ndf * 2, ndf * 4, 4, 2, 1, bias=False),\n",
-    "            nn.BatchNorm2d(ndf * 4),\n",
-    "            nn.LeakyReLU(0.2, inplace=True),\n",
-    "            # state size. (ndf*4) x 8 x 8\n",
-    "            nn.Conv2d(ndf * 4, ndf * 8, 4, 2, 1, bias=False),\n",
-    "            nn.BatchNorm2d(ndf * 8),\n",
-    "            nn.LeakyReLU(0.2, inplace=True),\n",
-    "            # state size. (ndf*8) x 4 x 4\n",
-    "            nn.Conv2d(ndf * 8, 1, 4, 1, 0, bias=False),\n",
-    "            nn.Sigmoid()\n",
-    "        )\n",
-    "\n",
-    "    def forward(self, input):\n",
-    "        return self.main(input)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Discriminator(\n",
-      "  (main): Sequential(\n",
-      "    (0): Conv2d(1, 64, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
-      "    (1): LeakyReLU(negative_slope=0.2, inplace=True)\n",
-      "    (2): Conv2d(64, 128, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
-      "    (3): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
-      "    (4): LeakyReLU(negative_slope=0.2, inplace=True)\n",
-      "    (5): Conv2d(128, 256, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
-      "    (6): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
-      "    (7): LeakyReLU(negative_slope=0.2, inplace=True)\n",
-      "    (8): Conv2d(256, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
-      "    (9): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
-      "    (10): LeakyReLU(negative_slope=0.2, inplace=True)\n",
-      "    (11): Conv2d(512, 1, kernel_size=(4, 4), stride=(1, 1), bias=False)\n",
-      "    (12): Sigmoid()\n",
-      "  )\n",
-      ")\n"
-     ]
     }
-   ],
-   "source": [
-    "# Create the Discriminator\n",
-    "netD = Discriminator(ngpu).to(device)\n",
-    "\n",
-    "# Handle multi-gpu if desired\n",
-    "if (device.type == 'cuda') and (ngpu > 1):\n",
-    "    netD = nn.DataParallel(netD, list(range(ngpu)))\n",
-    "\n",
-    "# Apply the weights_init function to randomly initialize all weights\n",
-    "#  to mean=0, stdev=0.2.\n",
-    "netD.apply(weights_init)\n",
-    "\n",
-    "# Print the model\n",
-    "print(netD)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Initialize BCELoss function\n",
-    "criterion = nn.BCELoss()\n",
-    "\n",
-    "# Create batch of latent vectors that we will use to visualize\n",
-    "#  the progression of the generator\n",
-    "fixed_noise = torch.randn(64, nz, 1, 1, device=device)\n",
-    "\n",
-    "# Establish convention for real and fake labels during training\n",
-    "real_label = 1.\n",
-    "fake_label = 0.\n",
-    "\n",
-    "# Setup Adam optimizers for both G and D\n",
-    "optimizerD = optim.Adam(netD.parameters(), lr=lr, betas=(beta1, 0.999))\n",
-    "optimizerG = optim.Adam(netG.parameters(), lr=lr, betas=(beta1, 0.999))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Starting Training Loop...\n",
-      "[0/5][0/469]\tLoss_D: 1.6178\tLoss_G: 2.7770\tD(x): 0.3999\tD(G(z)): 0.3887 / 0.0869\n"
-     ]
-    },
-    {
-     "ename": "KeyboardInterrupt",
-     "evalue": "",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
-      "\u001b[1;32m<ipython-input-15-600722b81a92>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m     58\u001b[0m         \u001b[0merrG\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcriterion\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0moutput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlabel\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     59\u001b[0m         \u001b[1;31m# Calculate gradients for G\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 60\u001b[1;33m         \u001b[0merrG\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbackward\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     61\u001b[0m         \u001b[0mD_G_z2\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0moutput\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmean\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mitem\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     62\u001b[0m         \u001b[1;31m# Update G\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32m~\\Anaconda3\\lib\\site-packages\\torch\\_tensor.py\u001b[0m in \u001b[0;36mbackward\u001b[1;34m(self, gradient, retain_graph, create_graph, inputs)\u001b[0m\n\u001b[0;32m    486\u001b[0m             )\n\u001b[0;32m    487\u001b[0m         torch.autograd.backward(\n\u001b[1;32m--> 488\u001b[1;33m             \u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mgradient\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mretain_graph\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcreate_graph\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minputs\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    489\u001b[0m         )\n\u001b[0;32m    490\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32m~\\Anaconda3\\lib\\site-packages\\torch\\autograd\\__init__.py\u001b[0m in \u001b[0;36mbackward\u001b[1;34m(tensors, grad_tensors, retain_graph, create_graph, grad_variables, inputs)\u001b[0m\n\u001b[0;32m    197\u001b[0m     Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass\n\u001b[0;32m    198\u001b[0m         \u001b[0mtensors\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mgrad_tensors_\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mretain_graph\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcreate_graph\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 199\u001b[1;33m         allow_unreachable=True, accumulate_grad=True)  # Calls into the C++ engine to run the backward pass\n\u001b[0m\u001b[0;32m    200\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    201\u001b[0m def grad(\n",
-      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
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-   "source": [
-    "# Training Loop\n",
-    "\n",
-    "# Lists to keep track of progress\n",
-    "img_list = []\n",
-    "G_losses = []\n",
-    "D_losses = []\n",
-    "iters = 0\n",
-    "\n",
-    "print(\"Starting Training Loop...\")\n",
-    "# For each epoch\n",
-    "for epoch in range(num_epochs):\n",
-    "    # For each batch in the dataloader\n",
-    "    for i, data in enumerate(dataloader, 0):\n",
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-    "        ############################\n",
-    "        # (1) Update D network: maximize log(D(x)) + log(1 - D(G(z)))\n",
-    "        ###########################\n",
-    "        ## Train with all-real batch\n",
-    "        netD.zero_grad()\n",
-    "        # Format batch\n",
-    "        real_cpu = data[0].to(device)\n",
-    "        b_size = real_cpu.size(0)\n",
-    "        label = torch.full((b_size,), real_label, dtype=torch.float, device=device)\n",
-    "        # Forward pass real batch through D\n",
-    "        output = netD(real_cpu).view(-1)\n",
-    "        # Calculate loss on all-real batch\n",
-    "        errD_real = criterion(output, label)\n",
-    "        # Calculate gradients for D in backward pass\n",
-    "        errD_real.backward()\n",
-    "        D_x = output.mean().item()\n",
-    "\n",
-    "        ## Train with all-fake batch\n",
-    "        # Generate batch of latent vectors\n",
-    "        noise = torch.randn(b_size, nz, 1, 1, device=device)\n",
-    "        # Generate fake image batch with G\n",
-    "        fake = netG(noise)\n",
-    "        label.fill_(fake_label)\n",
-    "        # Classify all fake batch with D\n",
-    "        output = netD(fake.detach()).view(-1)\n",
-    "        # Calculate D's loss on the all-fake batch\n",
-    "        errD_fake = criterion(output, label)\n",
-    "        # Calculate the gradients for this batch, accumulated (summed) with previous gradients\n",
-    "        errD_fake.backward()\n",
-    "        D_G_z1 = output.mean().item()\n",
-    "        # Compute error of D as sum over the fake and the real batches\n",
-    "        errD = errD_real + errD_fake\n",
-    "        # Update D\n",
-    "        optimizerD.step()\n",
-    "\n",
-    "        ############################\n",
-    "        # (2) Update G network: maximize log(D(G(z)))\n",
-    "        ###########################\n",
-    "        netG.zero_grad()\n",
-    "        label.fill_(real_label)  # fake labels are real for generator cost\n",
-    "        # Since we just updated D, perform another forward pass of all-fake batch through D\n",
-    "        output = netD(fake).view(-1)\n",
-    "        # Calculate G's loss based on this output\n",
-    "        errG = criterion(output, label)\n",
-    "        # Calculate gradients for G\n",
-    "        errG.backward()\n",
-    "        D_G_z2 = output.mean().item()\n",
-    "        # Update G\n",
-    "        optimizerG.step()\n",
-    "\n",
-    "        # Output training stats\n",
-    "        if i % 50 == 0:\n",
-    "            print('[%d/%d][%d/%d]\\tLoss_D: %.4f\\tLoss_G: %.4f\\tD(x): %.4f\\tD(G(z)): %.4f / %.4f'\n",
-    "                  % (epoch, num_epochs, i, len(dataloader),\n",
-    "                     errD.item(), errG.item(), D_x, D_G_z1, D_G_z2))\n",
-    "\n",
-    "        # Save Losses for plotting later\n",
-    "        G_losses.append(errG.item())\n",
-    "        D_losses.append(errD.item())\n",
-    "\n",
-    "        # Check how the generator is doing by saving G's output on fixed_noise\n",
-    "        if (iters % 500 == 0) or ((epoch == num_epochs-1) and (i == len(dataloader)-1)):\n",
-    "            with torch.no_grad():\n",
-    "                fake = netG(fixed_noise).detach().cpu()\n",
-    "            img_list.append(vutils.make_grid(fake, padding=2, normalize=True))\n",
-    "\n",
-    "        iters += 1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "plt.figure(figsize=(10,5))\n",
-    "plt.title(\"Generator and Discriminator Loss During Training\")\n",
-    "plt.plot(G_losses,label=\"G\")\n",
-    "plt.plot(D_losses,label=\"D\")\n",
-    "plt.xlabel(\"iterations\")\n",
-    "plt.ylabel(\"Loss\")\n",
-    "plt.legend()\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "fig = plt.figure(figsize=(8,8))\n",
-    "plt.axis(\"off\")\n",
-    "ims = [[plt.imshow(np.transpose(i,(1,2,0)), animated=True)] for i in img_list]\n",
-    "ani = animation.ArtistAnimation(fig, ims, interval=1000, repeat_delay=1000, blit=True)\n",
-    "\n",
-    "HTML(ani.to_jshtml())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Grab a batch of real images from the dataloader\n",
-    "real_batch = next(iter(dataloader))\n",
-    "\n",
-    "# Plot the real images\n",
-    "plt.figure(figsize=(15,15))\n",
-    "plt.subplot(1,2,1)\n",
-    "plt.axis(\"off\")\n",
-    "plt.title(\"Real Images\")\n",
-    "plt.imshow(np.transpose(vutils.make_grid(real_batch[0].to(device)[:64], padding=5, normalize=True).cpu(),(1,2,0)))\n",
-    "\n",
-    "# Plot the fake images from the last epoch\n",
-    "plt.subplot(1,2,2)\n",
-    "plt.axis(\"off\")\n",
-    "plt.title(\"Fake Images\")\n",
-    "plt.imshow(np.transpose(img_list[-1],(1,2,0)))\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "5fbSgsrE1GqC"
-   },
-   "source": [
-    "# Part2: Conditional GAN (cGAN)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "7SjXNoT7BUey"
-   },
-   "source": [
-    "Let's take the example of the set described in the next picture.\n",
-    "![Map to satellite picture](https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/map_streetview.png)\n",
-    "\n",
-    "We have a picture of a map (from Google Maps) and we want to create an image of what the satellite view may look like.\n",
-    "\n",
-    "As we are not only trying to generate a random picture but a mapping between a picture to another one, we can't use the standard GAN architecture. We will then use a cGAN.\n",
-    "\n",
-    "A cGAN is a supervised GAN aiming at mapping a label picture to a real one or a real picture to a label one. As you can see in the diagram below, the discriminator will take as input a pair of images and try to predict if the pair was generated or not. The generator will not only generate an image from noise but will also use an image (label or real) to generate another one (real or label).\n",
-    "![Diagram of how a cGan works](https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/cgan_map.png)\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "0JRaeHfzl6cO"
-   },
-   "source": [
-    "### Generator\n",
-    "\n",
-    "In the cGAN architecture, the generator chosen is a U-Net.\n",
-    "![U-Net](https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/unet.png)\n",
-    "\n",
-    "A U-Net takes as input an image, and outputs another image. \n",
-    "\n",
-    "It can be divided into 2 subparts : an encoder and a decoder. \n",
-    "* The encoder takes the input image and reduces its dimension to encode the main features into a vector. \n",
-    "* The decoder takes this vector and map the features stored into an image.\n",
-    "\n",
-    "A U-Net architecture is different from a classic encoder-decoder in that every layer of the decoder takes as input the previous decoded output as well as the output vector from the encoder layers of the same level. It allows the decoder to map low frequencies information encoded during the descent as well as high frequencies from the original picture. \n",
-    "\n",
-    "![U-Net](https://www.researchgate.net/profile/Baris_Turkbey/publication/315514772/figure/fig2/AS:485824962797569@1492841105670/U-net-architecture-Each-box-corresponds-to-a-multi-channel-features-maps-The-number-of.png)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "xFqMOsoYwzFe"
-   },
-   "source": [
-    "The architecture we will implement is the following (the number in the square is the number of filters used).\n",
-    "![UNet Architecture](https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/unet_architecture.png)\n",
-    "\n",
-    "The encoder will take as input a colored picture (3 channels: RGB), it will pass through a series of convolution layers to encode the features of the picture. It will then be decoded by the decoder using transposed convolutional layers. These layers will take as input the previous decoded vector AND the encoded features of the same level. "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "yzy7y4hmbbX3"
-   },
-   "source": [
-    "Now, let's create or cGAN to generate facades from a template image. For this purpose, we will use the \"Facade\" dataset available at http://cmp.felk.cvut.cz/~tylecr1/facade/.\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "Q_jf9H_NDESm"
-   },
-   "source": [
-    "Let's first create a few classes describing the layers we will use in the U-Net."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "uOKvYDyu0w8N"
-   },
-   "outputs": [],
-   "source": [
-    "# Importing all the libraries needed\n",
-    "import matplotlib.pyplot as plt\n",
-    "import imageio\n",
-    "import glob\n",
-    "import random\n",
-    "import os\n",
-    "import numpy as np\n",
-    "import math\n",
-    "import itertools\n",
-    "import time\n",
-    "import datetime\n",
-    "import cv2\n",
-    "from pathlib import Path\n",
-    "from PIL import Image\n",
-    "\n",
-    "from torch.utils.data import Dataset, DataLoader\n",
-    "import torchvision.transforms as transforms\n",
-    "from torchvision.utils import save_image, make_grid\n",
-    "from torchvision import datasets\n",
-    "from torch.autograd import Variable\n",
-    "\n",
-    "import torch.nn as nn\n",
-    "import torch.nn.functional as F\n",
-    "import torch"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "Zk5a6B5hILN2"
-   },
-   "outputs": [],
-   "source": [
-    "# code adapted from https://github.com/milesial/Pytorch-UNet/blob/master/unet/unet_parts.py\n",
-    "\n",
-    "# Input layer\n",
-    "class inconv(nn.Module):\n",
-    "    def __init__(self, in_ch, out_ch):\n",
-    "        super(inconv, self).__init__()\n",
-    "        self.conv = nn.Sequential(\n",
-    "            nn.Conv2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
-    "            nn.LeakyReLU(negative_slope=0.2, inplace=True)\n",
-    "        )\n",
-    "\n",
-    "    def forward(self, x):\n",
-    "        x = self.conv(x)\n",
-    "        return x\n",
-    "\n",
-    "# Encoder layer\n",
-    "class down(nn.Module):\n",
-    "    def __init__(self, in_ch, out_ch):\n",
-    "        super(down, self).__init__()\n",
-    "        self.conv = nn.Sequential(\n",
-    "            nn.Conv2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
-    "            nn.BatchNorm2d(out_ch),\n",
-    "            nn.LeakyReLU(negative_slope=0.2, inplace=True)\n",
-    "        )\n",
-    "\n",
-    "    def forward(self, x):\n",
-    "        x = self.conv(x)\n",
-    "        return x\n",
-    "\n",
-    "# Decoder layer\n",
-    "class up(nn.Module):\n",
-    "    def __init__(self, in_ch, out_ch, dropout=False):\n",
-    "        super(up, self).__init__()\n",
-    "        if dropout :\n",
-    "            self.conv = nn.Sequential(\n",
-    "                nn.ConvTranspose2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
-    "                nn.BatchNorm2d(out_ch),\n",
-    "                nn.Dropout(0.5, inplace=True),\n",
-    "                nn.ReLU(inplace=True)\n",
-    "            )\n",
-    "        else:\n",
-    "            self.conv = nn.Sequential(\n",
-    "                nn.ConvTranspose2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
-    "                nn.BatchNorm2d(out_ch),\n",
-    "                nn.ReLU(inplace=True)\n",
-    "            )\n",
-    "\n",
-    "    def forward(self, x1, x2):\n",
-    "        x1 = self.conv(x1)\n",
-    "        x = torch.cat([x1, x2], dim=1)\n",
-    "        return x\n",
-    "\n",
-    "# Output layer\n",
-    "class outconv(nn.Module):\n",
-    "    def __init__(self, in_ch, out_ch):\n",
-    "        super(outconv, self).__init__()\n",
-    "        self.conv = nn.Sequential(\n",
-    "              nn.ConvTranspose2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
-    "              nn.Tanh()\n",
-    "        )\n",
-    "\n",
-    "    def forward(self, x):\n",
-    "        x = self.conv(x)\n",
-    "        return x"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "1rZ5Qz1mBUe8"
-   },
-   "source": [
-    "Now let's create the U-Net using the helper classes defined previously."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "4Tbp_535EVPW"
-   },
-   "outputs": [],
-   "source": [
-    " class U_Net(nn.Module):\n",
-    "    ''' \n",
-    "    Ck denotes a Convolution-BatchNorm-ReLU layer with k filters.\n",
-    "    CDk denotes a Convolution-BatchNorm-Dropout-ReLU layer with a dropout rate of 50%\n",
-    "    Encoder:\n",
-    "      C64   - C128   - C256   - C512  - C512  - C512 - C512 - C512\n",
-    "    Decoder:\n",
-    "      CD512 - CD1024 - CD1024 - C1024 - C1024 - C512 - C256 - C128\n",
-    "    '''\n",
-    "    def __init__(self, n_channels, n_classes):\n",
-    "        super(U_Net, self).__init__()\n",
-    "        # Encoder\n",
-    "        self.inc = inconv(n_channels, 64) # 64 filters\n",
-    "        # TO DO :\n",
-    "        # Create the 7 encoder layers called \"down1\" to \"down7\" following this sequence\n",
-    "        # C64   - C128   - C256   - C512  - C512  - C512 - C512 - C512\n",
-    "        # The first one has already been implemented\n",
-    "        \n",
-    "        \n",
-    "        # Decoder\n",
-    "        # TO DO :\n",
-    "        # Create the 7 decoder layers called up1 to up7 following this sequence :\n",
-    "        # CD512 - CD1024 - CD1024 - C1024 - C1024 - C512 - C256 - C128\n",
-    "        # The last layer has already been defined\n",
-    "        \n",
-    "        \n",
-    "        self.outc = outconv(128, n_classes) # 128 filters\n",
-    "\n",
-    "    def forward(self, x):\n",
-    "        x1 = self.inc(x)\n",
-    "        x2 = self.down1(x1)\n",
-    "        x3 = self.down2(x2)\n",
-    "        x4 = self.down3(x3)\n",
-    "        x5 = self.down4(x4)\n",
-    "        x6 = self.down5(x5)\n",
-    "        x7 = self.down6(x6)\n",
-    "        x8 = self.down7(x7)\n",
-    "        # At this stage x8 is our encoded vector, we will now decode it\n",
-    "        x = self.up7(x8, x7)\n",
-    "        x = self.up6(x, x6)\n",
-    "        x = self.up5(x, x5)\n",
-    "        x = self.up4(x, x4)\n",
-    "        x = self.up3(x, x3)\n",
-    "        x = self.up2(x, x2)\n",
-    "        x = self.up1(x, x1)\n",
-    "        x = self.outc(x)\n",
-    "        return x"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "1hmcejTWJSYY"
-   },
-   "outputs": [],
-   "source": [
-    "# We take images that have 3 channels (RGB) as input and output an image that also have 3 channels (RGB)\n",
-    "generator=U_Net(3,3)\n",
-    "# Check that the architecture is as expected\n",
-    "generator"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "xIXFtHzcBUfO"
-   },
-   "source": [
-    "You should now have a working U-Net."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "RqD1katYBUfP"
-   },
-   "source": [
-    "<font color='red'>**Question 1**</font>                                                                  \n",
-    "Knowing the input and output images will be 256x256, what will be the dimension of the encoded vector x8  ?\n",
-    "\n",
-    "<font color='red'>**Question 2**</font>                                                                  \n",
-    "As you can see, U-net has an encoder-decoder architecture with skip connections. Explain why it works better than a traditional encoder-decoder."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "cchTp3thBUfR"
-   },
-   "source": [
-    "### Discriminator\n",
-    "\n",
-    "In the cGAN architecture, the chosen discriminator is a Patch GAN. It is a convolutional discriminator which enables to produce a map of the input pictures where each pixel represents a patch of size NxN of the input.\n",
-    "\n",
-    "![patch GAN](https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/patchGAN.png)\n",
-    "\n",
-    "The size N is given by the depth of the net. According to this table :\n",
-    "\n",
-    "| Number of layers | N |\n",
-    "| ---- | ---- |\n",
-    "| 1 | 16 |\n",
-    "| 2 | 34 |\n",
-    "| 3 | 70 |\n",
-    "| 4 | 142 |\n",
-    "| 5 | 286 |\n",
-    "| 6 | 574 |\n",
-    "\n",
-    "The number of layers actually means the number of layers with `kernel=(4,4)`, `padding=(1,1)` and `stride=(2,2)`. These layers are followed by 2 layers with `kernel=(4,4)`, `padding=(1,1)` and `stride=(1,1)`.\n",
-    "In our case we are going to create a 70x70 PatchGAN."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "ge6I7M0aBUfT"
-   },
-   "source": [
-    "Let's first create a few helping classes."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "RYqomFO8BUfV"
-   },
-   "outputs": [],
-   "source": [
-    "class conv_block(nn.Module):\n",
-    "    def __init__(self, in_ch, out_ch, use_batchnorm=True, stride=2):\n",
-    "        super(conv_block, self).__init__()\n",
-    "        if use_batchnorm:\n",
-    "            self.conv = nn.Sequential(\n",
-    "                nn.Conv2d(in_ch, out_ch, kernel_size=4, padding=1, stride=stride),\n",
-    "                nn.BatchNorm2d(out_ch),\n",
-    "                nn.LeakyReLU(negative_slope=0.2, inplace=True)\n",
-    "            )\n",
-    "        else:\n",
-    "            self.conv = nn.Sequential(\n",
-    "                nn.Conv2d(in_ch, out_ch, kernel_size=4, padding=1, stride=stride),\n",
-    "                nn.LeakyReLU(negative_slope=0.2, inplace=True)\n",
-    "            )\n",
-    "\n",
-    "    def forward(self, x):\n",
-    "        x = self.conv(x)\n",
-    "        return x\n",
-    "    \n",
-    "\n",
-    "class out_block(nn.Module):\n",
-    "    def __init__(self, in_ch, out_ch):\n",
-    "        super(out_block, self).__init__()\n",
-    "        self.conv = nn.Sequential(\n",
-    "            nn.Conv2d(in_ch, 1, kernel_size=4, padding=1, stride=1),\n",
-    "            nn.Sigmoid()\n",
-    "        )\n",
-    "\n",
-    "    def forward(self, x):\n",
-    "        x = self.conv(x)\n",
-    "        return x"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "5m4Dnup4BUfc"
-   },
-   "source": [
-    "Now let's create the Patch GAN discriminator.\n",
-    "As we want a 70x70 Patch GAN, the architecture will be as follows :\n",
-    "```\n",
-    "1. C64  - K4, P1, S2\n",
-    "2. C128 - K4, P1, S2\n",
-    "3. C256 - K4, P1, S2\n",
-    "4. C512 - K4, P1, S1\n",
-    "5. C1   - K4, P1, S1 (output)\n",
-    "```\n",
-    "Where Ck denotes a convolution block with k filters, Kk a kernel of size k, Pk is the padding size and Sk the stride applied.\n",
-    "*Note :* For the first layer, we do not use batchnorm."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "AH6u5a-PBUfg"
-   },
-   "source": [
-    "<font color='red'>**Question 3**</font>                                                                  \n",
-    "Knowing the input and output images will be 256x256, what will be the dimension of the encoded vector x8  ?Knowing input images will be 256x256 with 3 channels each, how many parameters are there to learn ?"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "g_9LxNhGBUfi"
-   },
-   "outputs": [],
-   "source": [
-    "class PatchGAN(nn.Module):\n",
-    "    def __init__(self, n_channels, n_classes):\n",
-    "        super(PatchGAN, self).__init__()\n",
-    "        # TODO :\n",
-    "        # create the 4 first layers named conv1 to conv4\n",
-    "        self.conv1 =\n",
-    "        self.conv2 =\n",
-    "        self.conv3 =\n",
-    "        self.conv4 =\n",
-    "        # output layer\n",
-    "        self.out = out_block(512, n_classes)\n",
-    "        \n",
-    "    def forward(self, x1, x2):\n",
-    "        x = torch.cat([x2, x1], dim=1)\n",
-    "        x = self.conv1(x)\n",
-    "        x = self.conv2(x)\n",
-    "        x = self.conv3(x)\n",
-    "        x = self.conv4(x)\n",
-    "        x = self.out(x)\n",
-    "        return x"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "W_sevZRnBUfn"
-   },
-   "outputs": [],
-   "source": [
-    "# We have 6 input channels as we concatenate 2 images (with 3 channels each)\n",
-    "discriminator = PatchGAN(6,1)\n",
-    "discriminator"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "v_QubOycBUfv"
-   },
-   "source": [
-    "You should now have a working discriminator."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "DiI2CByRBUfz"
-   },
-   "source": [
-    "### Loss functions\n",
-    "\n",
-    "As we have seen in the choice of the various architectures for this GAN, the issue is to map both low and high frequencies.\n",
-    "To tackle this problem, this GAN rely on the architecture to map the high frequencies (U-Net + PatchGAN) and the loss function to learn low frequencies features. The global loss function will indeed be made of 2 parts :\n",
-    "* the first part to map hight frequencies, will try to optimize the mean squared error of the GAN.\n",
-    "* the second part to map low frequencies, will minimize the $\\mathcal{L}_1$ norm of the generated picture.\n",
-    "\n",
-    "So the loss can be defined as $$ G^* = arg\\ \\underset{G}{min}\\ \\underset{D}{max}\\ \\mathcal{L}_{cGAN}(G,D) + \\lambda \\mathcal{L}_1(G)$$"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "k4G_xewPBUf4"
-   },
-   "outputs": [],
-   "source": [
-    "# Loss functions\n",
-    "criterion_GAN = torch.nn.MSELoss()\n",
-    "criterion_pixelwise = torch.nn.L1Loss()\n",
-    "\n",
-    "# Loss weight of L1 pixel-wise loss between translated image and real image\n",
-    "lambda_pixel = 100"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "c12q2NwkBUf7"
-   },
-   "source": [
-    "### Training and evaluating models "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "vGKjO0UMBUf9"
-   },
-   "outputs": [],
-   "source": [
-    "# parameters\n",
-    "epoch = 0 #  epoch to start training from\n",
-    "n_epoch = 200  #  number of epochs of training\n",
-    "batch_size =10  #  size of the batches\n",
-    "lr = 0.0002 #  adam: learning rate\n",
-    "b1 =0.5  #  adam: decay of first order momentum of gradient\n",
-    "b2 = 0.999  # adam: decay of first order momentum of gradient\n",
-    "decay_epoch = 100  # epoch from which to start lr decay\n",
-    "img_height = 256  # size of image height\n",
-    "img_width = 256  # size of image width\n",
-    "channels = 3  # number of image channels\n",
-    "sample_interval = 500 # interval between sampling of images from generators\n",
-    "checkpoint_interval = -1 # interval between model checkpoints\n",
-    "cuda = True if torch.cuda.is_available() else False # do you have cuda ?"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "PhPkU7BDYooV"
-   },
-   "source": [
-    "Download the dataset. \n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "8wyPjAxPYsNF"
-   },
-   "outputs": [],
-   "source": [
-    "import urllib.request\n",
-    "from tqdm import tqdm\n",
-    "import os\n",
-    "import zipfile\n",
-    "\n",
-    "def download_hook(t):\n",
-    "    \"\"\"Wraps tqdm instance.\n",
-    "    Don't forget to close() or __exit__()\n",
-    "    the tqdm instance once you're done with it (easiest using `with` syntax).\n",
-    "    Example\n",
-    "    -------\n",
-    "    >>> with tqdm(...) as t:\n",
-    "    ...     reporthook = my_hook(t)\n",
-    "    ...     urllib.request.urlretrieve(..., reporthook=reporthook)\n",
-    "    \"\"\"\n",
-    "    last_b = [0]\n",
-    "\n",
-    "    def update_to(b=1, bsize=1, tsize=None):\n",
-    "        \"\"\"\n",
-    "        b  : int, optional\n",
-    "            Number of blocks transferred so far [default: 1].\n",
-    "        bsize  : int, optional\n",
-    "            Size of each block (in tqdm units) [default: 1].\n",
-    "        tsize  : int, optional\n",
-    "            Total size (in tqdm units). If [default: None] remains unchanged.\n",
-    "        \"\"\"\n",
-    "        if tsize is not None:\n",
-    "            t.total = tsize\n",
-    "        t.update((b - last_b[0]) * bsize)\n",
-    "        last_b[0] = b\n",
-    "\n",
-    "    return update_to\n",
-    "\n",
-    "def download(url, save_dir):\n",
-    "    filename = url.split('/')[-1]\n",
-    "    with tqdm(unit = 'B', unit_scale = True, unit_divisor = 1024, miniters = 1, desc = filename) as t:\n",
-    "        urllib.request.urlretrieve(url, filename = os.path.join(save_dir, filename), reporthook = download_hook(t), data = None)\n",
-    "\n",
-    "if __name__ == '__main__':\n",
-    "    # Download ground truth\n",
-    "    if not os.path.exists(\"CMP_facade_DB_base.zip\"):\n",
-    "        download(\"http://cmp.felk.cvut.cz/~tylecr1/facade/CMP_facade_DB_base.zip\", \"./\")\n",
-    "    # Extract in the correct folder\n",
-    "    with zipfile.ZipFile(\"CMP_facade_DB_base.zip\", 'r') as zip_ref:\n",
-    "        zip_ref.extractall(\"./facades\")\n",
-    "        os.rename(\"./facades/base\", \"./facades/train\")\n",
-    "\n",
-    "    # Download ground truth\n",
-    "    if not os.path.exists(\"CMP_facade_DB_extended.zip\"):\n",
-    "        download(\"http://cmp.felk.cvut.cz/~tylecr1/facade/CMP_facade_DB_extended.zip\", \"./\")\n",
-    "    # Extract in the correct folder\n",
-    "    with zipfile.ZipFile(\"CMP_facade_DB_extended.zip\", 'r') as zip_ref:\n",
-    "        zip_ref.extractall(\"./facades\")\n",
-    "        os.rename(\"./facades/extended\", \"./facades/val\")\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "6DHT9c0_BUgA"
-   },
-   "source": [
-    "Configure the dataloader"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "rxi_QIpgBUgB"
-   },
-   "outputs": [],
-   "source": [
-    "class ImageDataset(Dataset):\n",
-    "    def __init__(self, root, transforms_=None, mode='train'):\n",
-    "        self.transform = transforms.Compose(transforms_)\n",
-    "\n",
-    "        self.files_img = sorted(glob.glob(os.path.join(root, mode) + '/*.jpg'))\n",
-    "        if mode == 'val':\n",
-    "            self.files_img.extend(\n",
-    "                sorted(glob.glob(os.path.join(root, 'val') + '/*.jpg')))\n",
-    "\n",
-    "        self.files_mask = sorted(glob.glob(os.path.join(root, mode) + '/*.png'))\n",
-    "        if mode == 'val':\n",
-    "            self.files_mask.extend(\n",
-    "                sorted(glob.glob(os.path.join(root, 'val') + '/*.png')))\n",
-    "            \n",
-    "        assert len(self.files_img) == len(self.files_mask)\n",
-    "\n",
-    "    def __getitem__(self, index):\n",
-    "\n",
-    "        img = Image.open(self.files_img[index % len(self.files_img)])\n",
-    "        mask = Image.open(self.files_mask[index % len(self.files_img)])\n",
-    "        mask = mask.convert('RGB')\n",
-    "\n",
-    "        img = self.transform(img)\n",
-    "        mask = self.transform(mask)\n",
-    "\n",
-    "        return img, mask\n",
-    "\n",
-    "    def __len__(self):\n",
-    "        return len(self.files_img)\n",
-    "    \n",
-    "# Configure dataloaders\n",
-    "transforms_ = [transforms.Resize((img_height, img_width), Image.BICUBIC),\n",
-    "               transforms.ToTensor()]  # transforms.Normalize((0.5,0.5,0.5), (0.5,0.5,0.5))\n",
-    "\n",
-    "dataloader = DataLoader(ImageDataset(\"facades\", transforms_=transforms_),\n",
-    "                        batch_size=16, shuffle=True)\n",
-    "\n",
-    "val_dataloader = DataLoader(ImageDataset(\"facades\", transforms_=transforms_, mode='val'),\n",
-    "                            batch_size=8, shuffle=False)\n",
-    "\n",
-    "# Tensor type\n",
-    "Tensor = torch.cuda.FloatTensor if cuda else torch.FloatTensor"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "Okb3LU76BUgG"
-   },
-   "source": [
-    "Check the loading works and a few helper functions"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "xuxq4TZRBUgJ"
-   },
-   "outputs": [],
-   "source": [
-    "def plot2x2Array(image, mask):\n",
-    "    f, axarr = plt.subplots(1, 2)\n",
-    "    axarr[0].imshow(image)\n",
-    "    axarr[1].imshow(mask)\n",
-    "\n",
-    "    axarr[0].set_title('Image')\n",
-    "    axarr[1].set_title('Mask')\n",
-    "\n",
-    "\n",
-    "def reverse_transform(image):\n",
-    "    image = image.numpy().transpose((1, 2, 0))\n",
-    "    image = np.clip(image, 0, 1)\n",
-    "    image = (image * 255).astype(np.uint8)\n",
-    "\n",
-    "    return image\n",
-    "\n",
-    "def plot2x3Array(image, mask,predict):\n",
-    "    f, axarr = plt.subplots(1,3,figsize=(15,15))\n",
-    "    axarr[0].imshow(image)\n",
-    "    axarr[1].imshow(mask)\n",
-    "    axarr[2].imshow(predict)\n",
-    "    axarr[0].set_title('input')\n",
-    "    axarr[1].set_title('real')\n",
-    "    axarr[2].set_title('fake')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "m2NxLrQEBUgM"
-   },
-   "outputs": [],
-   "source": [
-    "image, mask = next(iter(dataloader))\n",
-    "image = reverse_transform(image[0])\n",
-    "mask = reverse_transform(mask[0])\n",
-    "plot2x2Array(image, mask)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "zAvaxAbxBUgQ"
-   },
-   "source": [
-    "Initialize our GAN"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "dVgF3qfDBUgR"
-   },
-   "outputs": [],
-   "source": [
-    "# Calculate output of image discriminator (PatchGAN)\n",
-    "patch = (1, img_height//2**3-2, img_width//2**3-2)\n",
-    "\n",
-    "if cuda:\n",
-    "    generator = generator.cuda()\n",
-    "    discriminator = discriminator.cuda()\n",
-    "    criterion_GAN.cuda()\n",
-    "    criterion_pixelwise.cuda()\n",
-    "    \n",
-    "# Optimizers\n",
-    "optimizer_G = torch.optim.Adam(generator.parameters(), lr=lr, betas=(b1, b2))\n",
-    "optimizer_D = torch.optim.Adam(discriminator.parameters(), lr=lr, betas=(b1, b2))"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "rN3cbiWaBUgf"
-   },
-   "source": [
-    "Start training"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "msmQQUX-BUgh"
-   },
-   "outputs": [],
-   "source": [
-    "def save_model(epoch):\n",
-    "    # save your work\n",
-    "    torch.save({\n",
-    "                'epoch': epoch,\n",
-    "                'model_state_dict': generator.state_dict(),\n",
-    "                'optimizer_state_dict': optimizer_G.state_dict(),\n",
-    "                'loss': loss_G,\n",
-    "                }, 'generator_'+str(epoch)+'.pth')\n",
-    "    torch.save({\n",
-    "                'epoch': epoch,\n",
-    "                'model_state_dict': discriminator.state_dict(),\n",
-    "                'optimizer_state_dict': optimizer_D.state_dict(),\n",
-    "                'loss': loss_D,\n",
-    "                }, 'discriminator_'+str(epoch)+'.pth')\n",
-    "    \n",
-    "def weights_init_normal(m):\n",
-    "  classname = m.__class__.__name__\n",
-    "  if classname.find('Conv') != -1:\n",
-    "      torch.nn.init.normal_(m.weight.data, 0.0, 0.02)\n",
-    "  elif classname.find('BatchNorm2d') != -1:\n",
-    "      torch.nn.init.normal_(m.weight.data, 1.0, 0.02)\n",
-    "      torch.nn.init.constant_(m.bias.data, 0.0)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "6UXrZLLNBUgq"
-   },
-   "source": [
-    "<font color='red'>Complete the loss function </font>  in the following training code and train your network:  "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "7NUuGcQ0SiJw"
-   },
-   "outputs": [],
-   "source": [
-    "# ----------\n",
-    "#  Training\n",
-    "# ----------\n",
-    "\n",
-    "losses = []\n",
-    "num_epochs = 200\n",
-    "\n",
-    "# Initialize weights\n",
-    "generator.apply(weights_init_normal)\n",
-    "discriminator.apply(weights_init_normal)\n",
-    "epoch_D = 0\n",
-    "epoch_G = 0\n",
-    "\n",
-    "# train the network\n",
-    "discriminator.train()\n",
-    "generator.train()\n",
-    "print_every = 400\n",
-    "\n",
-    "for epoch in range(epoch_G, num_epochs):\n",
-    "    for i, batch in enumerate(dataloader):\n",
-    "\n",
-    "        # Model inputs\n",
-    "        real_A = Variable(batch[0].type(Tensor))\n",
-    "        real_B = Variable(batch[1].type(Tensor))\n",
-    "\n",
-    "        # Adversarial ground truths\n",
-    "        valid = Variable(Tensor(np.ones((real_B.size(0), *patch))), requires_grad=False)\n",
-    "        fake = Variable(Tensor(np.zeros((real_B.size(0), *patch))), requires_grad=False)\n",
-    "\n",
-    "        # ------------------\n",
-    "        #  Train Generators\n",
-    "        # ------------------\n",
-    "\n",
-    "        optimizer_G.zero_grad()\n",
-    "\n",
-    "        # GAN loss\n",
-    "        # TO DO: Put here your GAN loss\n",
-    "\n",
-    "        # Pixel-wise loss\n",
-    "        # TO DO: Put here your pixel loss\n",
-    "\n",
-    "        # Total loss\n",
-    "        # TO DO: Put here your total loss\n",
-    "\n",
-    "        loss_G.backward()\n",
-    "\n",
-    "        optimizer_G.step()\n",
-    "\n",
-    "        # ---------------------\n",
-    "        #  Train Discriminator\n",
-    "        # ---------------------\n",
-    "\n",
-    "        optimizer_D.zero_grad()\n",
-    "\n",
-    "        # Real loss\n",
-    "        pred_real = discriminator(real_A, real_B)\n",
-    "        loss_real = criterion_GAN(pred_real, valid)\n",
-    "\n",
-    "        # Fake loss\n",
-    "        pred_fake = discriminator(fake_A.detach(), real_B)\n",
-    "        loss_fake = criterion_GAN(pred_fake, fake)\n",
-    "\n",
-    "        # Total loss\n",
-    "        loss_D = 0.5 * (loss_real + loss_fake)\n",
-    "\n",
-    "        loss_D.backward()\n",
-    "        optimizer_D.step()\n",
-    "        \n",
-    "        # Print some loss stats\n",
-    "        if i % print_every == 0:\n",
-    "            # print discriminator and generator loss\n",
-    "            print('Epoch [{:5d}/{:5d}] | d_loss: {:6.4f} | g_loss: {:6.4f}'.format(\n",
-    "                    epoch+1, num_epochs, loss_D.item(), loss_G.item()))\n",
-    "    ## AFTER EACH EPOCH##\n",
-    "    # append discriminator loss and generator loss\n",
-    "    losses.append((loss_D.item(), loss_G.item()))\n",
-    "    if epoch % 100 == 0:\n",
-    "        print('Saving model...')\n",
-    "        save_model(epoch)\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "Ed-ZbuVWBUgu"
-   },
-   "source": [
-    "Observation of the loss along the training"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "nOLW054DTLpg"
-   },
-   "outputs": [],
-   "source": [
-    "fig, ax = plt.subplots()\n",
-    "losses = np.array(losses)\n",
-    "plt.plot(losses.T[0], label='Discriminator')\n",
-    "plt.plot(losses.T[1], label='Generator')\n",
-    "plt.title(\"Training Losses\")\n",
-    "plt.legend()\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "S58kJj9HBUgV"
-   },
-   "source": [
-    "If the training takes too much time, you can use a pretrained model in the meantime, to evaluate its performance.\n",
-    "\n",
-    "It is available at : https://partage.liris.cnrs.fr/index.php/s/xwEFmxn9ANeq4zY"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "i0TC5qK3BUg4"
-   },
-   "source": [
-    "### Evaluate your cGAN"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "fYBRR6NYBUg6"
-   },
-   "outputs": [],
-   "source": [
-    "def load_model(epoch=200):\n",
-    "    if 'generator_'+str(epoch)+'.pth' in os.listdir() and 'discriminator_'+str(epoch)+'.pth' in os.listdir():\n",
-    "        if cuda:\n",
-    "            checkpoint_generator = torch.load('generator_'+str(epoch)+'.pth')\n",
-    "        else:\n",
-    "            checkpoint_generator = torch.load('generator_'+str(epoch)+'.pth', map_location='cpu')\n",
-    "        generator.load_state_dict(checkpoint_generator['model_state_dict'])\n",
-    "        optimizer_G.load_state_dict(checkpoint_generator['optimizer_state_dict'])\n",
-    "        epoch_G = checkpoint_generator['epoch']\n",
-    "        loss_G = checkpoint_generator['loss']\n",
-    "\n",
-    "        if cuda:\n",
-    "            checkpoint_discriminator = torch.load('discriminator_'+str(epoch)+'.pth')\n",
-    "        else:\n",
-    "            checkpoint_discriminator = torch.load('discriminator_'+str(epoch)+'.pth', map_location='cpu')\n",
-    "        discriminator.load_state_dict(checkpoint_discriminator['model_state_dict'])\n",
-    "        optimizer_D.load_state_dict(checkpoint_discriminator['optimizer_state_dict'])\n",
-    "        epoch_D = checkpoint_discriminator['epoch']\n",
-    "        loss_D = checkpoint_discriminator['loss']\n",
-    "    else:\n",
-    "        print('There isn\\' a training available with this number of epochs')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "4V0DwQomBUg9"
-   },
-   "outputs": [],
-   "source": [
-    "load_model(epoch=200)\n",
-    "\n",
-    "# switching mode\n",
-    "generator.eval()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "gyvmvkIvBUhB"
-   },
-   "outputs": [],
-   "source": [
-    "# show a sample evaluation image on the training base\n",
-    "image, mask = next(iter(dataloader))\n",
-    "output = generator(mask.type(Tensor))\n",
-    "output = output.view(16, 3, 256, 256)\n",
-    "output = output.cpu().detach()\n",
-    "for i in range(8):\n",
-    "    image_plot = reverse_transform(image[i])\n",
-    "    output_plot = reverse_transform(output[i])\n",
-    "    mask_plot = reverse_transform(mask[i])\n",
-    "    plot2x3Array(mask_plot,image_plot,output_plot)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "nqvrxBoGBUhD"
-   },
-   "outputs": [],
-   "source": [
-    "# show a sample evaluation image on the validation dataset\n",
-    "image, mask = next(iter(val_dataloader))\n",
-    "output = generator(mask.type(Tensor))\n",
-    "output = output.view(8, 3, 256, 256)\n",
-    "output = output.cpu().detach()\n",
-    "for i in range(8):\n",
-    "    image_plot = reverse_transform(image[i])\n",
-    "    output_plot = reverse_transform(output[i])\n",
-    "    mask_plot = reverse_transform(mask[i])\n",
-    "    plot2x3Array(mask_plot,image_plot,output_plot)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "qkFVjRsOBUhG"
-   },
-   "source": [
-    "<font color='red'>**Question 4**</font>                                                                  \n",
-    "Compare results for 100 and 200 epochs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "k85Cl5_UDWyv"
-   },
-   "outputs": [],
-   "source": [
-    "# TO DO : Your code here to load and evaluate with a few samples\n",
-    "#         a model after 100 epochs\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {},
-    "colab_type": "code",
-    "id": "_GbMIfRXBUhH"
-   },
-   "outputs": [],
-   "source": [
-    "# And finally :\n",
-    "if cuda:\n",
-    "    torch.cuda.empty_cache()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text",
-    "id": "rVxSSPJgK60P"
-   },
-   "source": [
-    "# How to submit your Work ?\n",
-    "\n",
-    "This work must be done individually. The expected output is a repository named gan-cgan on https://gitlab.ec-lyon.fr. It must contain your notebook (or python files) and a README.md file that explains briefly the successive steps of the project. The last commit is due before 11:59 pm on Wednesday, March 29, 2023. Subsequent commits will not be considered."
-   ]
-  }
- ],
- "metadata": {
-  "colab": {
-   "collapsed_sections": [],
-   "name": "BE2 - GAN and cGAN.ipynb",
-   "provenance": []
-  },
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
   },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.4"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 1
+  "nbformat": 4,
+  "nbformat_minor": 0
 }